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Detection theory

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319:(or compressive sensing). The objective of compressed sensing is to recover high dimensional but with low complexity entities from only a few measurements. Thus, one of the most important applications of compressed sensing is in the recovery of high dimensional signals which are known to be sparse (or nearly sparse) with only a few linear measurements. The number of measurements needed in the recovery of signals is by far smaller than what Nyquist sampling theorem requires provided that the signal is sparse, meaning that it only contains a few non-zero elements. There are different methods of signal recovery in compressed sensing including 139:. SDT assumes that the decision maker is not a passive receiver of information, but an active decision-maker who makes difficult perceptual judgments under conditions of uncertainty. In foggy circumstances, we are forced to decide how far away from us an object is, based solely upon visual stimulus which is impaired by the fog. Since the brightness of the object, such as a traffic light, is used by the brain to discriminate the distance of an object, and the fog reduces the brightness of objects, we perceive the object to be much farther away than it actually is (see also 4091: 4872: 5134: 64:
goal at which it is aimed. When the detecting system is a human being, characteristics such as experience, expectations, physiological state (e.g. fatigue) and other factors can affect the threshold applied. For instance, a sentry in wartime might be likely to detect fainter stimuli than the same sentry in peacetime due to a lower criterion, however they might also be more likely to treat innocuous stimuli as a threat.
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independent of sensitivity. Bias can be desirable if false alarms and misses lead to different costs. For example, if the stimulus is a bomber, then a miss (failing to detect the bomber) may be more costly than a false alarm (reporting a bomber when there is not one), making a liberal response bias desirable. In contrast, giving false alarms too often (
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Conceptually, sensitivity refers to how hard or easy it is to detect that a target stimulus is present from background events. For example, in a recognition memory paradigm, having longer to study to-be-remembered words makes it easier to recognize previously seen or heard words. In contrast, having
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Signal detection theory can also be applied to memory experiments, where items are presented on a study list for later testing. A test list is created by combining these 'old' items with novel, 'new' items that did not appear on the study list. On each test trial the subject will respond 'yes, this
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According to the theory, there are a number of determiners of how a detecting system will detect a signal, and where its threshold levels will be. The theory can explain how changing the threshold will affect the ability to discern, often exposing how adapted the system is to the task, purpose or
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Bias is the extent to which one response is more probable than another, averaging across stimulus-present and stimulus-absent cases. That is, a receiver may be more likely overall to respond that a stimulus is present or more likely overall to respond that a stimulus is not present. Bias is
349:. In all of the recovery methods mentioned above, choosing an appropriate measurement matrix using probabilistic constructions or deterministic constructions, is of great importance. In other words, measurement matrices must satisfy certain specific conditions such as 205:
was on the study list' or 'no, this was not on the study list'. Items presented on the study list are called Targets, and new items are called Distractors. Saying 'Yes' to a target constitutes a Hit, while saying 'Yes' to a distractor constitutes a False Alarm.
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To apply signal detection theory to a data set where stimuli were either present or absent, and the observer categorized each trial as having the stimulus present or absent, the trials are sorted into one of four categories:
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Signal detection theory (SDT) is used when psychologists want to measure the way we make decisions under conditions of uncertainty, such as how we would perceive distances in foggy conditions or during
143:). According to SDT, during eyewitness identifications, witnesses base their decision as to whether a suspect is the culprit or not based on their perceived level of familiarity with the suspect. 1282: 1386: 1476: 2968: 1920: 3134: 3774:
Clark, Steven E.; Benjamin, Aaron S.; Wixted, John T.; Mickes, Laura; Gronlund, Scott D. (2015). "Eyewitness Identification and the Accuracy of the Criminal Justice System".
1125:{\displaystyle {\frac {p(y|H2)\cdot \pi _{2}}{p(y|H1)\cdot \pi _{1}+p(y|H2)\cdot \pi _{2}}}\geq {\frac {p(y|H1)\cdot \pi _{1}}{p(y|H1)\cdot \pi _{1}+p(y|H2)\cdot \pi _{2}}}} 558: 513: 1719: 1679: 1550:: One responds with behavior appropriate to H1 and H1 is true: fighters destroy bomber, incurring fuel, maintenance, and weapons costs, take risk of some being shot down; 1315: 83:. Green and Swets criticized the traditional methods of psychophysics for their inability to discriminate between the real sensitivity of subjects and their (potential) 1786: 2579: 2552: 2914: 1776: 1749: 1635: 1606: 1577: 1548: 2961: 2674: 2647: 2615: 1415: 2078: 2934: 1136: 3478:{\displaystyle \Rightarrow L(y)\equiv {\frac {p(y|H2)}{p(y|H1)}}\geq {\frac {\pi _{1}\cdot (U_{11}-U_{21})}{\pi _{2}\cdot (U_{22}-U_{12})}}\equiv \tau _{B}} 5922: 1579:: One responds with behavior appropriate to H1 and H2 is true: fighters sent out, incurring fuel and maintenance costs, bomber location remains unknown; 274:
to remember 30 words rather than 5 makes the discrimination harder. One of the most commonly used statistics for computing sensitivity is the so-called
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Das and Geisler extended the results of signal detection theory for normally distributed stimuli, and derived methods of computing the error rate and
2883:{\displaystyle \Rightarrow U'=\int _{R_{1}}\left\{\pi _{1}\cdot (U_{11}-U_{21})\cdot p(y|H1)-\pi _{2}\cdot (U_{22}-U_{12})\cdot p(y|H2)\right\}\,dy} 2227: 4792: 4237: 5227: 2438: 2347: 666: 565: 5915: 4223: 777: 17: 1505:), it is much more important to shoot down the bomber if H1 = TRUE, than it is to avoid sending a fighter squadron to inspect a 5831: 5322: 4264: 3513:
and non-ideal observers for detecting and categorizing univariate and multivariate normal signals from two or more categories.
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Based on the proportions of these types of trials, numerical estimates of sensitivity can be obtained with statistics like the
3821:"A theoretical analysis of eyewitness identification: Dual -process theory, signal detection theory and eyewitness confidence" 3633: 49:, consisting of background stimuli and random activity of the detection machine and of the nervous system of the operator). 5960: 4922: 5759: 5390: 3907: 5908: 5385: 4232: 6170: 5950: 4772: 4205: 4186: 4164: 4134: 4112: 4017: 3761: 3578: 287: 75:, Birdsall and Fox and the foundation for the psychological theory was made by Wilson P. Tanner, David M. Green, and 4105: 1637:: One responds with behavior appropriate to H2 and H2 is true: fighters stay home, bomber location remains unknown; 6180: 6124: 6105: 5811: 1246: 6046: 4190: 5884: 1320: 5806: 5257: 3583: 5864: 5991: 5836: 5719: 5021: 4888: 4613: 3948:
Needell, D.; Tropp, J.A. (2009). "CoSaMP: Iterative signal recovery from incomplete and inaccurate samples".
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and A', and response bias can be estimated with statistics like c and β. β is the measure of response bias.
6087: 5846: 5468: 4767: 4588: 352: 3120:{\displaystyle \pi _{1}\cdot (U_{11}-U_{21})\cdot p(y|H1)-\pi _{2}\cdot (U_{22}-U_{12})\cdot p(y|H2)>0} 2067:{\displaystyle E\{U\}=P_{11}\cdot U_{11}+(1-P_{11})\cdot U_{21}+P_{12}\cdot U_{12}+(1-P_{12})\cdot U_{22}} 1433: 6067: 5874: 4807: 3280:{\displaystyle \pi _{2}\cdot (U_{22}-U_{12})\cdot p(y|H2)\geq \pi _{1}\cdot (U_{11}-U_{21})\cdot p(y|H1)} 303:) may make people less likely to respond, a problem that can be reduced by a conservative response bias. 5869: 4473: 6165: 6040: 6017: 5669: 4967: 4334: 4257: 3553: 6160: 6034: 5931: 5801: 5793: 5423: 5157: 5033: 4802: 4777: 4646: 3598: 3528: 466: 437: 242: 226: 184: 168: 136: 518: 473: 5981: 5043: 5011: 4947: 4915: 4741: 4716: 4641: 4548: 4453: 4349: 4099: 3568: 1684: 1644: 1909:{\displaystyle E\{U\}=P_{11}\cdot U_{11}+P_{21}\cdot U_{21}+P_{12}\cdot U_{12}+P_{22}\cdot U_{22}} 5976: 5826: 5433: 5355: 5113: 5078: 5063: 5058: 5048: 4997: 4578: 4289: 4284: 3510: 1287: 115: 37:
is a means to measure the ability to differentiate between information-bearing patterns (called
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researchers. By 1954, the theory was fully developed on the theoretical side as described by
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Peterson, W.; Birdsall, T.; Fox, W. (September 1954). "The theory of signal detectability".
2213:{\displaystyle E\{U\}=U_{21}+U_{22}+P_{11}\cdot (U_{11}-U_{21})-P_{12}\cdot (U_{22}-U_{12})} 1754: 1727: 1613: 1584: 1555: 1526: 6100: 6029: 6012: 5428: 5365: 5267: 5177: 5007: 4992: 4857: 4608: 4448: 4419: 4314: 4228: 3820: 2939: 2652: 2620: 2588: 42: 3702:
Tanner, Wilson P.; Swets, John A. (1954). "A decision-making theory of visual detection".
1391: 79:, also in 1954. Detection theory was used in 1966 by John A. Swets and David M. Green for 8: 5272: 5262: 5247: 5212: 5207: 5192: 5172: 5167: 5038: 4977: 4908: 4751: 4651: 4528: 4498: 4483: 3493: 1419: 46: 2894: 6057: 6052: 6024: 5739: 5619: 5453: 5400: 5312: 5307: 5242: 5182: 5142: 5068: 4827: 4721: 4661: 4384: 4364: 4066: 4043: 4031: 3994:
A Fast Noniterative Algorithm for Compressive Sensing Using Binary Measurement Matrices
3975: 3957: 3930: 3801: 2919: 1227:{\displaystyle \Rightarrow {\frac {p(y|H2)}{p(y|H1)}}\geq {\frac {\pi _{1}}{\pi _{2}}}} 360: 314: 99: 72: 5859: 1501:. For example, if an alarm goes off, indicating H1 (an incoming bomber is carrying a 6114: 6072: 6062: 5986: 5955: 5764: 5754: 5679: 5654: 5335: 5292: 5217: 5118: 5103: 4987: 4952: 4746: 4681: 4656: 4508: 4468: 4201: 4182: 4160: 4071: 4013: 3864: 3757: 3719: 3650: 3629: 3548: 456:
When taking this approach, usually what one knows are the conditional probabilities,
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Jafarpour, Sina; Xu, Weiyu; Hassibi, Babak; Calderbank, Robert (September 2009).
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are equal, one might choose to default to a single choice (either always choose
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can guide this choice, e.g. by always choosing the hypothesis with the higher
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Taking this approach minimizes the expected number of errors one will make.
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Another field which is closely related to signal detection theory is called
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in machines) and random patterns that distract from the information (called
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In some cases, it is far more important to respond appropriately to
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The Bayes criterion approach is to maximize the expected utility:
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Signal Detection Theory has wide application, both in humans and
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is the separation of such patterns from a disguising background.
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Transactions of the IRE Professional Group on Information Theory
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Fundamentals of Statistical Signal Processing: Detection Theory
265:, stimulus characteristics of schedules of reinforcement, etc. 262: 4900: 2518:{\displaystyle P_{12}=\pi _{2}\cdot \int _{R_{1}}p(y|H2)\,dy} 2427:{\displaystyle P_{11}=\pi _{1}\cdot \int _{R_{1}}p(y|H1)\,dy} 1478:. This is called MAP testing, where MAP stands for "maximum 755:{\displaystyle p(H2|y)={\frac {p(y|H2)\cdot \pi _{2}}{p(y)}}} 654:{\displaystyle p(H1|y)={\frac {p(y|H1)\cdot \pi _{1}}{p(y)}}} 68: 3905: 5478: 859:{\displaystyle p(y|H1)\cdot \pi _{1}+p(y|H2)\cdot \pi _{2}} 4429: 3651:"A Statistical Theory of Target Detection by Pulsed Radar" 1641:
As is shown below, what is important are the differences,
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Detection theory has applications in many fields such as
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Signal Recovery from Noise in Electronic Instrumentation
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Behavior Research Methods, Instruments, & Computers
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Much of the early work in detection theory was done by
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Policy Insights from the Behavioral and Brain Sciences
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Detection, Estimation, and Modulation Theory, Part 1
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Detection and Estimation Theory and Its Applications
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Signal detection and recognition by human observers
3674: 3841:Stanislaw, Harold; Todorov, Natasha (March 1999). 3477: 3279: 3119: 2955: 2928: 2908: 2882: 2668: 2641: 2609: 2573: 2546: 2517: 2426: 2331: 2212: 2066: 1908: 1770: 1743: 1713: 1673: 1629: 1600: 1571: 1542: 1513:criterion is an approach suitable for such cases. 1470: 1409: 1380: 1309: 1276: 1226: 1124: 858: 754: 653: 552: 507: 268: 3843:"Calculation of signal detection theory measures" 3748: 3746: 6152: 3840: 3617: 410:in the reverse case. In the event that the two 3743: 5930: 5916: 4916: 4258: 3500: 378:In the case of making a decision between two 4793:Intraoperative neurophysiological monitoring 4004: 4002: 3947: 3129:This is accomplished by deciding H2 in case 2091: 2085: 1933: 1927: 1799: 1793: 1520:is associated with each of four situations: 1277:{\displaystyle {\frac {\pi _{1}}{\pi _{2}}}} 365:in order to achieve robust sparse recovery. 3950:Applied and Computational Harmonic Analysis 3701: 5923: 5909: 4923: 4909: 4265: 4251: 4148:Coren, S., Ward, L.M., Enns, J. T. (1994) 4029: 4008:Schonhoff, T.A. and Giordano, A.A. (2006) 1381:{\displaystyle {\frac {p(y|H2)}{p(y|H1)}}} 27:Means to measure signal processing ability 4135:Learn how and when to remove this message 4065: 4047: 3999: 3961: 3858: 3795: 3754:Signal Detection Theory and Psychophysics 3611: 2873: 2508: 2417: 1724:Similarly, there are four probabilities, 4219:A Description of Signal Detection Theory 4098:This article includes a list of general 390:, present, in the event of a particular 4200:. New York: Oxford University Press. ( 4030:Das, Abhranil; Geisler, Wilson (2021). 3915:IEEE Transactions on Information Theory 3624:(2nd ed.). CRC Press. pp. 11 2222:Effectively, one may maximize the sum, 1497:than it is to respond appropriately to 14: 6153: 3648: 2342:and make the following substitutions: 5904: 4904: 4246: 2676:is the region of observation events, 306: 286:measures, such as the area under the 4883: 4152:. (4th Ed.) Toronto: Harcourt Brace. 4084: 3819:Haw, Ryann Michelle (January 2005). 1471:{\displaystyle L(y)\geq \tau _{MAP}} 398:, a classical approach is to choose 4174:. London: George Allen & Unwin. 4172:A Primer of Signal Detection Theory 4023: 3818: 427:), or might randomly select either 24: 4233:The Wolfram Demonstrations Project 4198:Elementary Signal Detection Theory 4104:it lacks sufficient corresponding 2680:, that are responded to as though 1488: 768:is the total probability of event 374:P(H1|y) > P(H2|y) / MAP testing 357:(Restricted Isometry Property) or 25: 6192: 4773:Development of the nervous system 4212: 4012:. New Jersey: Pearson Education ( 3579:Receiver operating characteristic 106:. The concept is similar to the 5961:Nyquist–Shannon sampling theorem 5132: 4882: 4871: 4870: 4428: 4272: 4089: 6047:Discrete-time Fourier transform 4224:An application of SDT to safety 3986: 3941: 3899: 3875: 3825:ProQuest Etd Collection for Fiu 3752:Green, D.M., Swets J.A. (1966) 269:Sensitivity or discriminability 252: 4930: 3812: 3767: 3730: 3695: 3668: 3642: 3584:Statistical hypothesis testing 3456: 3430: 3412: 3386: 3361: 3351: 3344: 3336: 3326: 3319: 3307: 3301: 3295: 3274: 3264: 3257: 3248: 3222: 3203: 3193: 3186: 3177: 3151: 3108: 3098: 3091: 3082: 3056: 3037: 3027: 3020: 3011: 2985: 2865: 2855: 2848: 2839: 2813: 2794: 2784: 2777: 2768: 2742: 2693: 2636: 2627: 2604: 2595: 2505: 2495: 2488: 2414: 2404: 2397: 2326: 2300: 2281: 2255: 2207: 2181: 2162: 2136: 2048: 2029: 1984: 1965: 1446: 1440: 1404: 1398: 1372: 1362: 1355: 1347: 1337: 1330: 1191: 1181: 1174: 1166: 1156: 1149: 1140: 1103: 1093: 1086: 1064: 1054: 1047: 1026: 1016: 1009: 981: 971: 964: 942: 932: 925: 904: 894: 887: 840: 830: 823: 801: 791: 784: 746: 740: 719: 709: 702: 690: 683: 673: 645: 639: 618: 608: 601: 589: 582: 572: 553:{\displaystyle p(H2)=\pi _{2}} 534: 525: 508:{\displaystyle p(H1)=\pi _{1}} 489: 480: 368: 13: 1: 5992:Statistical signal processing 5228:Industrial and organizational 4614:Social cognitive neuroscience 3605: 3594:Two-alternative forced choice 3589:Statistical signal processing 1714:{\displaystyle U_{22}-U_{12}} 1674:{\displaystyle U_{11}-U_{21}} 129: 5469:Human factors and ergonomics 4589:Molecular cellular cognition 7: 4808:Neurodevelopmental disorder 4783:Neural network (biological) 4778:Neural network (artificial) 4196:Wickens, Thomas D., (2002) 3516: 2936:are maximized by extending 1310:{\displaystyle \tau _{MAP}} 330:expander recovery algorithm 10: 6197: 6041:Discrete Fourier transform 6018:Matched Z-transform method 4335:Computational neuroscience 3992:Lotfi, M.; Vidyasagar, M." 3972:10.1016/j.acha.2008.07.002 3554:Just-noticeable difference 3501:Normal distribution models 6086: 6035:Discrete cosine transform 6000: 5969: 5938: 5932:Digital signal processing 5855: 5792: 5499: 5409: 5321: 5158:Applied behavior analysis 5141: 5130: 4966: 4938: 4866: 4803:Neurodegenerative disease 4760: 4647:Evolutionary neuroscience 4622: 4562: 4437: 4426: 4298: 4280: 3883:"Signal Detection Theory" 3736:Swets, J.A. (ed.) (1964) 3618:T. H. Wilmshurst (1990). 3599:Type I and type II errors 3529:Constant false alarm rate 137:eyewitness identification 110:used in the sciences and 6171:Telecommunication theory 6068:Post's inversion formula 5982:Digital image processing 4768:Brain–computer interface 4717:Neuromorphic engineering 4642:Educational neuroscience 4549:Nutritional neuroscience 4454:Clinical neurophysiology 4350:Integrative neuroscience 4238:Lecture by Steven Pinker 4150:Sensation and Perception 3927:10.1109/tit.2009.2025528 3788:10.1177/2372732215602267 3689:10.1109/TIT.1954.1057460 3487:and H1 otherwise, where 2574:{\displaystyle \pi _{2}} 2547:{\displaystyle \pi _{1}} 1426:Using this terminology, 6181:Mathematical psychology 5977:Audio signal processing 5434:Behavioral neuroscience 4998:Behavioral neuroscience 4579:Behavioral neuroscience 4229:Signal Detection Theory 4119:more precise citations. 3655:The Research Memorandum 346:non-iterative algorithm 293: 118:. It is also usable in 116:artificial intelligence 35:signal detection theory 18:Signal Detection Theory 5484:Psychology of religion 5424:Behavioral engineering 5361:Human subject research 5017:Cognitive neuroscience 4983:Affective neuroscience 4574:Affective neuroscience 4355:Molecular neuroscience 4310:Behavioral epigenetics 3649:Marcum, J. I. (1947). 3479: 3281: 3121: 2963:over the region where 2957: 2930: 2910: 2884: 2670: 2643: 2611: 2575: 2548: 2519: 2428: 2333: 2214: 2068: 1910: 1772: 1771:{\displaystyle P_{12}} 1745: 1744:{\displaystyle P_{11}} 1715: 1675: 1631: 1630:{\displaystyle U_{22}} 1602: 1601:{\displaystyle U_{21}} 1573: 1572:{\displaystyle U_{12}} 1544: 1543:{\displaystyle U_{11}} 1472: 1411: 1382: 1311: 1278: 1228: 1126: 860: 756: 655: 554: 509: 5860:Wiktionary definition 5396:Self-report inventory 5391:Quantitative research 4637:Cultural neuroscience 4632:Consumer neuroscience 4474:Neurogastroenterology 4330:Cellular neuroscience 3574:Psychometric function 3559:Likelihood-ratio test 3524:Binary classification 3480: 3282: 3122: 2958: 2956:{\displaystyle R_{1}} 2931: 2911: 2885: 2671: 2669:{\displaystyle R_{1}} 2644: 2642:{\displaystyle P(H2)} 2612: 2610:{\displaystyle P(H1)} 2576: 2549: 2520: 2429: 2334: 2215: 2069: 1911: 1773: 1746: 1716: 1676: 1632: 1603: 1574: 1545: 1473: 1412: 1383: 1312: 1279: 1229: 1127: 861: 757: 656: 555: 510: 108:signal-to-noise ratio 41:in living organisms, 6101:Anti-aliasing filter 6030:Constant-Q transform 6013:Advanced z-transform 5386:Qualitative research 5341:Behavior epigenetics 4609:Sensory neuroscience 4449:Behavioral neurology 4420:Systems neuroscience 4170:McNichol, D. (1972) 3756:. New York: Wiley. ( 3704:Psychological Review 3569:Neyman–Pearson lemma 3292: 3135: 2969: 2940: 2920: 2895: 2690: 2653: 2621: 2589: 2558: 2531: 2439: 2348: 2228: 2079: 1921: 1787: 1755: 1728: 1685: 1645: 1614: 1585: 1556: 1527: 1434: 1410:{\displaystyle L(y)} 1392: 1321: 1288: 1247: 1137: 878: 778: 667: 566: 519: 474: 404:p(H1|y) > p(H2|y) 5865:Wiktionary category 5429:Behavioral genetics 5401:Statistical surveys 5258:Occupational health 4993:Behavioral genetics 4752:Social neuroscience 4652:Global neurosurgery 4529:Neurorehabilitation 4499:Neuro-ophthalmology 4484:Neurointensive care 4315:Behavioral genetics 4058:10.1167/jov.21.10.1 361:Null-Space property 6058:Integral transform 6053:Impulse invariance 6025:Bilinear transform 5837:Schools of thought 5740:Richard E. Nisbett 5620:Donald T. Campbell 5298:Sport and exercise 4828:Neuroimmune system 4722:Neurophenomenology 4662:Neural engineering 4385:Neuroendocrinology 4365:Neural engineering 4231:by Garrett Neske, 3860:10.3758/BF03207704 3491:is the so-defined 3475: 3277: 3117: 2953: 2926: 2909:{\displaystyle U'} 2906: 2880: 2666: 2639: 2607: 2571: 2544: 2515: 2424: 2329: 2210: 2064: 1906: 1768: 1741: 1711: 1671: 1627: 1598: 1569: 1540: 1468: 1430:is chosen in case 1407: 1378: 1307: 1274: 1224: 1122: 872:is chosen in case 856: 752: 651: 550: 505: 315:compressed sensing 307:Compressed sensing 282:. There are also 261:. Topics include 239:Correct Rejection 196:sensitivity index 181:Correct Rejection 160:Respond "Present" 112:confusion matrices 100:telecommunications 6166:Signal processing 6148: 6147: 6073:Starred transform 6063:Laplace transform 5987:Speech processing 5956:Estimation theory 5898: 5897: 5875:Wikimedia Commons 5802:Counseling topics 5765:Ronald C. Kessler 5755:Shelley E. Taylor 5680:Lawrence Kohlberg 5655:Stanley Schachter 5454:Consumer behavior 5336:Archival research 5104:Psycholinguistics 4988:Affective science 4898: 4897: 4747:Paleoneurobiology 4682:Neuroepistemology 4657:Neuroanthropology 4623:Interdisciplinary 4509:Neuropharmacology 4469:Neuroepidemiology 4145: 4144: 4137: 4036:Journal of Vision 3740:. New York: Wiley 3635:978-0-7503-0058-2 3549:Estimation theory 3460: 3365: 2929:{\displaystyle U} 1376: 1272: 1243:Often, the ratio 1222: 1195: 1120: 998: 750: 649: 560:. In this case, 441:probabilities of 423:or always choose 276:sensitivity index 248: 247: 190: 189: 165:Stimulus Present 157:Respond "Absent" 16:(Redirected from 6188: 6161:Detection theory 5946:Detection theory 5925: 5918: 5911: 5902: 5901: 5832:Research methods 5775:Richard Davidson 5770:Joseph E. LeDoux 5645:George A. Miller 5635:David McClelland 5630:Herbert A. Simon 5530:Edward Thorndike 5351:Content analysis 5136: 5109:Psychophysiology 4925: 4918: 4911: 4902: 4901: 4886: 4885: 4874: 4873: 4788:Detection theory 4672:Neurocriminology 4599:Neurolinguistics 4514:Neuroprosthetics 4432: 4395:Neuroinformatics 4345:Imaging genetics 4267: 4260: 4253: 4244: 4243: 4140: 4133: 4129: 4126: 4120: 4115:this article by 4106:inline citations 4093: 4092: 4085: 4080: 4079: 4069: 4051: 4027: 4021: 4006: 3997: 3990: 3984: 3983: 3965: 3945: 3939: 3938: 3921:(9): 4299–4308. 3912: 3903: 3897: 3896: 3894: 3893: 3879: 3873: 3872: 3862: 3838: 3829: 3828: 3816: 3810: 3809: 3799: 3771: 3765: 3750: 3741: 3734: 3728: 3727: 3716:10.1037/h0058700 3699: 3693: 3692: 3672: 3666: 3665: 3663: 3662: 3646: 3640: 3639: 3615: 3544:Detector (radio) 3507:confusion matrix 3494:likelihood ratio 3484: 3482: 3481: 3476: 3474: 3473: 3461: 3459: 3455: 3454: 3442: 3441: 3426: 3425: 3415: 3411: 3410: 3398: 3397: 3382: 3381: 3371: 3366: 3364: 3354: 3339: 3329: 3314: 3286: 3284: 3283: 3278: 3267: 3247: 3246: 3234: 3233: 3218: 3217: 3196: 3176: 3175: 3163: 3162: 3147: 3146: 3126: 3124: 3123: 3118: 3101: 3081: 3080: 3068: 3067: 3052: 3051: 3030: 3010: 3009: 2997: 2996: 2981: 2980: 2962: 2960: 2959: 2954: 2952: 2951: 2935: 2933: 2932: 2927: 2915: 2913: 2912: 2907: 2905: 2889: 2887: 2886: 2881: 2872: 2868: 2858: 2838: 2837: 2825: 2824: 2809: 2808: 2787: 2767: 2766: 2754: 2753: 2738: 2737: 2723: 2722: 2721: 2720: 2703: 2675: 2673: 2672: 2667: 2665: 2664: 2648: 2646: 2645: 2640: 2616: 2614: 2613: 2608: 2580: 2578: 2577: 2572: 2570: 2569: 2553: 2551: 2550: 2545: 2543: 2542: 2524: 2522: 2521: 2516: 2498: 2484: 2483: 2482: 2481: 2464: 2463: 2451: 2450: 2433: 2431: 2430: 2425: 2407: 2393: 2392: 2391: 2390: 2373: 2372: 2360: 2359: 2338: 2336: 2335: 2330: 2325: 2324: 2312: 2311: 2296: 2295: 2280: 2279: 2267: 2266: 2251: 2250: 2238: 2219: 2217: 2216: 2211: 2206: 2205: 2193: 2192: 2177: 2176: 2161: 2160: 2148: 2147: 2132: 2131: 2119: 2118: 2106: 2105: 2073: 2071: 2070: 2065: 2063: 2062: 2047: 2046: 2025: 2024: 2012: 2011: 1999: 1998: 1983: 1982: 1961: 1960: 1948: 1947: 1915: 1913: 1912: 1907: 1905: 1904: 1892: 1891: 1879: 1878: 1866: 1865: 1853: 1852: 1840: 1839: 1827: 1826: 1814: 1813: 1777: 1775: 1774: 1769: 1767: 1766: 1750: 1748: 1747: 1742: 1740: 1739: 1720: 1718: 1717: 1712: 1710: 1709: 1697: 1696: 1680: 1678: 1677: 1672: 1670: 1669: 1657: 1656: 1636: 1634: 1633: 1628: 1626: 1625: 1607: 1605: 1604: 1599: 1597: 1596: 1578: 1576: 1575: 1570: 1568: 1567: 1549: 1547: 1546: 1541: 1539: 1538: 1477: 1475: 1474: 1469: 1467: 1466: 1420:likelihood ratio 1416: 1414: 1413: 1408: 1387: 1385: 1384: 1379: 1377: 1375: 1365: 1350: 1340: 1325: 1316: 1314: 1313: 1308: 1306: 1305: 1283: 1281: 1280: 1275: 1273: 1271: 1270: 1261: 1260: 1251: 1233: 1231: 1230: 1225: 1223: 1221: 1220: 1211: 1210: 1201: 1196: 1194: 1184: 1169: 1159: 1144: 1131: 1129: 1128: 1123: 1121: 1119: 1118: 1117: 1096: 1079: 1078: 1057: 1042: 1041: 1040: 1019: 1004: 999: 997: 996: 995: 974: 957: 956: 935: 920: 919: 918: 897: 882: 865: 863: 862: 857: 855: 854: 833: 816: 815: 794: 761: 759: 758: 753: 751: 749: 735: 734: 733: 712: 697: 686: 660: 658: 657: 652: 650: 648: 634: 633: 632: 611: 596: 585: 559: 557: 556: 551: 549: 548: 514: 512: 511: 506: 504: 503: 210: 209: 178:Stimulus Absent 152: 151: 124:background noise 120:alarm management 52:In the field of 31:Detection theory 21: 6196: 6195: 6191: 6190: 6189: 6187: 6186: 6185: 6151: 6150: 6149: 6144: 6082: 5996: 5965: 5951:Discrete signal 5934: 5929: 5899: 5894: 5851: 5827:Psychotherapies 5788: 5745:Martin Seligman 5710:Daniel Kahneman 5650:Richard Lazarus 5600:Raymond Cattell 5504: 5495: 5494: 5493: 5405: 5317: 5144: 5137: 5128: 5089:Neuropsychology 4969: 4962: 4934: 4929: 4899: 4894: 4862: 4848:Neurotechnology 4843:Neuroplasticity 4838:Neuromodulation 4833:Neuromanagement 4756: 4727:Neurophilosophy 4624: 4618: 4604:Neuropsychology 4565: 4558: 4519:Neuropsychiatry 4479:Neuroimmunology 4464:Neurocardiology 4440: 4433: 4424: 4415:Neurophysiology 4405:Neuromorphology 4360:Neural decoding 4301: 4294: 4276: 4271: 4215: 4141: 4130: 4124: 4121: 4111:Please help to 4110: 4094: 4090: 4083: 4028: 4024: 4007: 4000: 3991: 3987: 3946: 3942: 3910: 3904: 3900: 3891: 3889: 3881: 3880: 3876: 3839: 3832: 3817: 3813: 3772: 3768: 3751: 3744: 3735: 3731: 3700: 3696: 3673: 3669: 3660: 3658: 3647: 3643: 3636: 3616: 3612: 3608: 3603: 3534:Decision theory 3519: 3511:ideal observers 3503: 3469: 3465: 3450: 3446: 3437: 3433: 3421: 3417: 3416: 3406: 3402: 3393: 3389: 3377: 3373: 3372: 3370: 3350: 3340: 3325: 3315: 3313: 3293: 3290: 3289: 3263: 3242: 3238: 3229: 3225: 3213: 3209: 3192: 3171: 3167: 3158: 3154: 3142: 3138: 3136: 3133: 3132: 3097: 3076: 3072: 3063: 3059: 3047: 3043: 3026: 3005: 3001: 2992: 2988: 2976: 2972: 2970: 2967: 2966: 2947: 2943: 2941: 2938: 2937: 2921: 2918: 2917: 2898: 2896: 2893: 2892: 2854: 2833: 2829: 2820: 2816: 2804: 2800: 2783: 2762: 2758: 2749: 2745: 2733: 2729: 2728: 2724: 2716: 2712: 2711: 2707: 2696: 2691: 2688: 2687: 2660: 2656: 2654: 2651: 2650: 2622: 2619: 2618: 2590: 2587: 2586: 2585:probabilities, 2565: 2561: 2559: 2556: 2555: 2538: 2534: 2532: 2529: 2528: 2494: 2477: 2473: 2472: 2468: 2459: 2455: 2446: 2442: 2440: 2437: 2436: 2403: 2386: 2382: 2381: 2377: 2368: 2364: 2355: 2351: 2349: 2346: 2345: 2320: 2316: 2307: 2303: 2291: 2287: 2275: 2271: 2262: 2258: 2246: 2242: 2231: 2229: 2226: 2225: 2201: 2197: 2188: 2184: 2172: 2168: 2156: 2152: 2143: 2139: 2127: 2123: 2114: 2110: 2101: 2097: 2080: 2077: 2076: 2058: 2054: 2042: 2038: 2020: 2016: 2007: 2003: 1994: 1990: 1978: 1974: 1956: 1952: 1943: 1939: 1922: 1919: 1918: 1900: 1896: 1887: 1883: 1874: 1870: 1861: 1857: 1848: 1844: 1835: 1831: 1822: 1818: 1809: 1805: 1788: 1785: 1784: 1762: 1758: 1756: 1753: 1752: 1735: 1731: 1729: 1726: 1725: 1705: 1701: 1692: 1688: 1686: 1683: 1682: 1665: 1661: 1652: 1648: 1646: 1643: 1642: 1621: 1617: 1615: 1612: 1611: 1592: 1588: 1586: 1583: 1582: 1563: 1559: 1557: 1554: 1553: 1534: 1530: 1528: 1525: 1524: 1491: 1489:Bayes criterion 1456: 1452: 1435: 1432: 1431: 1393: 1390: 1389: 1361: 1351: 1336: 1326: 1324: 1322: 1319: 1318: 1295: 1291: 1289: 1286: 1285: 1266: 1262: 1256: 1252: 1250: 1248: 1245: 1244: 1216: 1212: 1206: 1202: 1200: 1180: 1170: 1155: 1145: 1143: 1138: 1135: 1134: 1113: 1109: 1092: 1074: 1070: 1053: 1043: 1036: 1032: 1015: 1005: 1003: 991: 987: 970: 952: 948: 931: 921: 914: 910: 893: 883: 881: 879: 876: 875: 850: 846: 829: 811: 807: 790: 779: 776: 775: 736: 729: 725: 708: 698: 696: 682: 668: 665: 664: 635: 628: 624: 607: 597: 595: 581: 567: 564: 563: 544: 540: 520: 517: 516: 499: 495: 475: 472: 471: 376: 371: 309: 296: 271: 255: 141:decision theory 132: 96:quality control 85:response biases 58:signal recovery 28: 23: 22: 15: 12: 11: 5: 6194: 6184: 6183: 6178: 6173: 6168: 6163: 6146: 6145: 6143: 6142: 6137: 6132: 6127: 6122: 6117: 6108: 6103: 6098: 6092: 6090: 6084: 6083: 6081: 6080: 6075: 6070: 6065: 6060: 6055: 6050: 6044: 6038: 6032: 6027: 6022: 6021: 6020: 6015: 6004: 6002: 5998: 5997: 5995: 5994: 5989: 5984: 5979: 5973: 5971: 5967: 5966: 5964: 5963: 5958: 5953: 5948: 5942: 5940: 5936: 5935: 5928: 5927: 5920: 5913: 5905: 5896: 5895: 5893: 5892: 5887: 5882: 5877: 5872: 5867: 5862: 5856: 5853: 5852: 5850: 5849: 5844: 5839: 5834: 5829: 5824: 5819: 5814: 5809: 5804: 5798: 5796: 5790: 5789: 5787: 5785:Roy Baumeister 5782: 5777: 5772: 5767: 5762: 5757: 5752: 5747: 5742: 5737: 5732: 5727: 5722: 5720:Michael Posner 5717: 5712: 5707: 5705:Elliot Aronson 5702: 5700:Walter Mischel 5697: 5692: 5687: 5682: 5677: 5672: 5667: 5665:Albert Bandura 5662: 5657: 5652: 5647: 5642: 5640:Leon Festinger 5637: 5632: 5627: 5622: 5617: 5612: 5610:Neal E. Miller 5607: 5605:Abraham Maslow 5602: 5597: 5592: 5590:Ernest Hilgard 5587: 5585:Donald O. Hebb 5582: 5577: 5572: 5567: 5565:J. P. Guilford 5562: 5560:Gordon Allport 5557: 5552: 5547: 5542: 5540:John B. Watson 5537: 5532: 5527: 5522: 5517: 5512: 5507: 5505: 5500: 5497: 5496: 5492: 5491: 5486: 5481: 5476: 5471: 5466: 5461: 5456: 5451: 5446: 5441: 5436: 5431: 5426: 5421: 5415: 5414: 5413: 5411: 5407: 5406: 5404: 5403: 5398: 5393: 5388: 5383: 5378: 5373: 5368: 5363: 5358: 5353: 5348: 5343: 5338: 5333: 5331:Animal testing 5327: 5325: 5319: 5318: 5316: 5315: 5310: 5305: 5300: 5295: 5290: 5285: 5280: 5275: 5270: 5265: 5260: 5255: 5250: 5245: 5240: 5235: 5230: 5225: 5220: 5215: 5210: 5205: 5200: 5195: 5190: 5185: 5180: 5175: 5170: 5165: 5160: 5155: 5149: 5147: 5139: 5138: 5131: 5129: 5127: 5126: 5121: 5116: 5111: 5106: 5101: 5096: 5091: 5086: 5081: 5076: 5071: 5066: 5061: 5056: 5051: 5046: 5041: 5036: 5034:Cross-cultural 5031: 5026: 5025: 5024: 5014: 5005: 5000: 4995: 4990: 4985: 4980: 4974: 4972: 4964: 4963: 4961: 4960: 4955: 4950: 4945: 4939: 4936: 4935: 4928: 4927: 4920: 4913: 4905: 4896: 4895: 4893: 4892: 4880: 4867: 4864: 4863: 4861: 4860: 4858:Self-awareness 4855: 4850: 4845: 4840: 4835: 4830: 4825: 4820: 4815: 4813:Neurodiversity 4810: 4805: 4800: 4795: 4790: 4785: 4780: 4775: 4770: 4764: 4762: 4758: 4757: 4755: 4754: 4749: 4744: 4739: 4734: 4729: 4724: 4719: 4714: 4712:Neuromarketing 4709: 4704: 4699: 4694: 4689: 4687:Neuroesthetics 4684: 4679: 4677:Neuroeconomics 4674: 4669: 4664: 4659: 4654: 4649: 4644: 4639: 4634: 4628: 4626: 4620: 4619: 4617: 4616: 4611: 4606: 4601: 4596: 4591: 4586: 4581: 4576: 4570: 4568: 4560: 4559: 4557: 4556: 4551: 4546: 4541: 4536: 4531: 4526: 4524:Neuroradiology 4521: 4516: 4511: 4506: 4504:Neuropathology 4501: 4496: 4494:Neuro-oncology 4491: 4486: 4481: 4476: 4471: 4466: 4461: 4456: 4451: 4445: 4443: 4435: 4434: 4427: 4425: 4423: 4422: 4417: 4412: 4407: 4402: 4397: 4392: 4387: 4382: 4380:Neurochemistry 4377: 4372: 4367: 4362: 4357: 4352: 4347: 4342: 4337: 4332: 4327: 4322: 4317: 4312: 4306: 4304: 4296: 4295: 4293: 4292: 4287: 4281: 4278: 4277: 4270: 4269: 4262: 4255: 4247: 4241: 4240: 4235: 4226: 4221: 4214: 4213:External links 4211: 4210: 4209: 4194: 4177:Van Trees HL. 4175: 4168: 4153: 4143: 4142: 4097: 4095: 4088: 4082: 4081: 4022: 3998: 3985: 3956:(3): 301–321. 3940: 3898: 3874: 3853:(1): 137–149. 3830: 3811: 3766: 3742: 3729: 3710:(6): 401–409. 3694: 3683:(4): 171–212. 3667: 3641: 3634: 3609: 3607: 3604: 3602: 3601: 3596: 3591: 3586: 3581: 3576: 3571: 3566: 3561: 3556: 3551: 3546: 3541: 3536: 3531: 3526: 3520: 3518: 3515: 3502: 3499: 3472: 3468: 3464: 3458: 3453: 3449: 3445: 3440: 3436: 3432: 3429: 3424: 3420: 3414: 3409: 3405: 3401: 3396: 3392: 3388: 3385: 3380: 3376: 3369: 3363: 3360: 3357: 3353: 3349: 3346: 3343: 3338: 3335: 3332: 3328: 3324: 3321: 3318: 3312: 3309: 3306: 3303: 3300: 3297: 3276: 3273: 3270: 3266: 3262: 3259: 3256: 3253: 3250: 3245: 3241: 3237: 3232: 3228: 3224: 3221: 3216: 3212: 3208: 3205: 3202: 3199: 3195: 3191: 3188: 3185: 3182: 3179: 3174: 3170: 3166: 3161: 3157: 3153: 3150: 3145: 3141: 3116: 3113: 3110: 3107: 3104: 3100: 3096: 3093: 3090: 3087: 3084: 3079: 3075: 3071: 3066: 3062: 3058: 3055: 3050: 3046: 3042: 3039: 3036: 3033: 3029: 3025: 3022: 3019: 3016: 3013: 3008: 3004: 3000: 2995: 2991: 2987: 2984: 2979: 2975: 2950: 2946: 2925: 2904: 2901: 2879: 2876: 2871: 2867: 2864: 2861: 2857: 2853: 2850: 2847: 2844: 2841: 2836: 2832: 2828: 2823: 2819: 2815: 2812: 2807: 2803: 2799: 2796: 2793: 2790: 2786: 2782: 2779: 2776: 2773: 2770: 2765: 2761: 2757: 2752: 2748: 2744: 2741: 2736: 2732: 2727: 2719: 2715: 2710: 2706: 2702: 2699: 2695: 2663: 2659: 2638: 2635: 2632: 2629: 2626: 2606: 2603: 2600: 2597: 2594: 2568: 2564: 2541: 2537: 2514: 2511: 2507: 2504: 2501: 2497: 2493: 2490: 2487: 2480: 2476: 2471: 2467: 2462: 2458: 2454: 2449: 2445: 2423: 2420: 2416: 2413: 2410: 2406: 2402: 2399: 2396: 2389: 2385: 2380: 2376: 2371: 2367: 2363: 2358: 2354: 2328: 2323: 2319: 2315: 2310: 2306: 2302: 2299: 2294: 2290: 2286: 2283: 2278: 2274: 2270: 2265: 2261: 2257: 2254: 2249: 2245: 2241: 2237: 2234: 2209: 2204: 2200: 2196: 2191: 2187: 2183: 2180: 2175: 2171: 2167: 2164: 2159: 2155: 2151: 2146: 2142: 2138: 2135: 2130: 2126: 2122: 2117: 2113: 2109: 2104: 2100: 2096: 2093: 2090: 2087: 2084: 2061: 2057: 2053: 2050: 2045: 2041: 2037: 2034: 2031: 2028: 2023: 2019: 2015: 2010: 2006: 2002: 1997: 1993: 1989: 1986: 1981: 1977: 1973: 1970: 1967: 1964: 1959: 1955: 1951: 1946: 1942: 1938: 1935: 1932: 1929: 1926: 1903: 1899: 1895: 1890: 1886: 1882: 1877: 1873: 1869: 1864: 1860: 1856: 1851: 1847: 1843: 1838: 1834: 1830: 1825: 1821: 1817: 1812: 1808: 1804: 1801: 1798: 1795: 1792: 1765: 1761: 1738: 1734: 1708: 1704: 1700: 1695: 1691: 1668: 1664: 1660: 1655: 1651: 1639: 1638: 1624: 1620: 1609: 1595: 1591: 1580: 1566: 1562: 1551: 1537: 1533: 1503:nuclear weapon 1490: 1487: 1465: 1462: 1459: 1455: 1451: 1448: 1445: 1442: 1439: 1406: 1403: 1400: 1397: 1374: 1371: 1368: 1364: 1360: 1357: 1354: 1349: 1346: 1343: 1339: 1335: 1332: 1329: 1304: 1301: 1298: 1294: 1269: 1265: 1259: 1255: 1219: 1215: 1209: 1205: 1199: 1193: 1190: 1187: 1183: 1179: 1176: 1173: 1168: 1165: 1162: 1158: 1154: 1151: 1148: 1142: 1116: 1112: 1108: 1105: 1102: 1099: 1095: 1091: 1088: 1085: 1082: 1077: 1073: 1069: 1066: 1063: 1060: 1056: 1052: 1049: 1046: 1039: 1035: 1031: 1028: 1025: 1022: 1018: 1014: 1011: 1008: 1002: 994: 990: 986: 983: 980: 977: 973: 969: 966: 963: 960: 955: 951: 947: 944: 941: 938: 934: 930: 927: 924: 917: 913: 909: 906: 903: 900: 896: 892: 889: 886: 853: 849: 845: 842: 839: 836: 832: 828: 825: 822: 819: 814: 810: 806: 803: 800: 797: 793: 789: 786: 783: 748: 745: 742: 739: 732: 728: 724: 721: 718: 715: 711: 707: 704: 701: 695: 692: 689: 685: 681: 678: 675: 672: 647: 644: 641: 638: 631: 627: 623: 620: 617: 614: 610: 606: 603: 600: 594: 591: 588: 584: 580: 577: 574: 571: 547: 543: 539: 536: 533: 530: 527: 524: 502: 498: 494: 491: 488: 485: 482: 479: 470:probabilities 386:, absent, and 375: 372: 370: 367: 308: 305: 295: 292: 284:non-parametric 270: 267: 254: 251: 250: 249: 246: 245: 240: 237: 233: 232: 229: 224: 220: 219: 218:Respond "Yes" 216: 213: 192: 191: 188: 187: 182: 179: 175: 174: 171: 166: 162: 161: 158: 155: 131: 128: 26: 9: 6: 4: 3: 2: 6193: 6182: 6179: 6177: 6176:Psychophysics 6174: 6172: 6169: 6167: 6164: 6162: 6159: 6158: 6156: 6141: 6138: 6136: 6135:Undersampling 6133: 6131: 6130:Sampling rate 6128: 6126: 6123: 6121: 6118: 6116: 6112: 6109: 6107: 6104: 6102: 6099: 6097: 6094: 6093: 6091: 6089: 6085: 6079: 6078:Zak transform 6076: 6074: 6071: 6069: 6066: 6064: 6061: 6059: 6056: 6054: 6051: 6048: 6045: 6042: 6039: 6036: 6033: 6031: 6028: 6026: 6023: 6019: 6016: 6014: 6011: 6010: 6009: 6006: 6005: 6003: 5999: 5993: 5990: 5988: 5985: 5983: 5980: 5978: 5975: 5974: 5972: 5968: 5962: 5959: 5957: 5954: 5952: 5949: 5947: 5944: 5943: 5941: 5937: 5933: 5926: 5921: 5919: 5914: 5912: 5907: 5906: 5903: 5891: 5888: 5886: 5883: 5881: 5878: 5876: 5873: 5871: 5868: 5866: 5863: 5861: 5858: 5857: 5854: 5848: 5845: 5843: 5840: 5838: 5835: 5833: 5830: 5828: 5825: 5823: 5822:Psychologists 5820: 5818: 5815: 5813: 5812:Organizations 5810: 5808: 5805: 5803: 5800: 5799: 5797: 5795: 5791: 5786: 5783: 5781: 5778: 5776: 5773: 5771: 5768: 5766: 5763: 5761: 5760:John Anderson 5758: 5756: 5753: 5751: 5748: 5746: 5743: 5741: 5738: 5736: 5733: 5731: 5728: 5726: 5723: 5721: 5718: 5716: 5713: 5711: 5708: 5706: 5703: 5701: 5698: 5696: 5693: 5691: 5690:Ulric Neisser 5688: 5686: 5683: 5681: 5678: 5676: 5675:Endel Tulving 5673: 5671: 5668: 5666: 5663: 5661: 5660:Robert Zajonc 5658: 5656: 5653: 5651: 5648: 5646: 5643: 5641: 5638: 5636: 5633: 5631: 5628: 5626: 5623: 5621: 5618: 5616: 5615:Jerome Bruner 5613: 5611: 5608: 5606: 5603: 5601: 5598: 5596: 5593: 5591: 5588: 5586: 5583: 5581: 5580:B. F. Skinner 5578: 5576: 5573: 5571: 5568: 5566: 5563: 5561: 5558: 5556: 5553: 5551: 5548: 5546: 5545:Clark L. Hull 5543: 5541: 5538: 5536: 5533: 5531: 5528: 5526: 5525:Sigmund Freud 5523: 5521: 5518: 5516: 5515:William James 5513: 5511: 5510:Wilhelm Wundt 5508: 5506: 5503: 5502:Psychologists 5498: 5490: 5489:Psychometrics 5487: 5485: 5482: 5480: 5477: 5475: 5472: 5470: 5467: 5465: 5462: 5460: 5457: 5455: 5452: 5450: 5449:Consciousness 5447: 5445: 5442: 5440: 5437: 5435: 5432: 5430: 5427: 5425: 5422: 5420: 5417: 5416: 5412: 5408: 5402: 5399: 5397: 5394: 5392: 5389: 5387: 5384: 5382: 5381:Psychophysics 5379: 5377: 5374: 5372: 5369: 5367: 5364: 5362: 5359: 5357: 5354: 5352: 5349: 5347: 5344: 5342: 5339: 5337: 5334: 5332: 5329: 5328: 5326: 5324: 5323:Methodologies 5320: 5314: 5311: 5309: 5306: 5304: 5301: 5299: 5296: 5294: 5291: 5289: 5286: 5284: 5283:Psychotherapy 5281: 5279: 5278:Psychometrics 5276: 5274: 5271: 5269: 5266: 5264: 5261: 5259: 5256: 5254: 5251: 5249: 5246: 5244: 5241: 5239: 5236: 5234: 5231: 5229: 5226: 5224: 5221: 5219: 5216: 5214: 5211: 5209: 5206: 5204: 5201: 5199: 5196: 5194: 5191: 5189: 5186: 5184: 5181: 5179: 5176: 5174: 5171: 5169: 5166: 5164: 5161: 5159: 5156: 5154: 5151: 5150: 5148: 5146: 5140: 5135: 5125: 5122: 5120: 5117: 5115: 5112: 5110: 5107: 5105: 5102: 5100: 5097: 5095: 5092: 5090: 5087: 5085: 5082: 5080: 5077: 5075: 5072: 5070: 5067: 5065: 5062: 5060: 5057: 5055: 5052: 5050: 5047: 5045: 5044:Developmental 5042: 5040: 5037: 5035: 5032: 5030: 5027: 5023: 5020: 5019: 5018: 5015: 5013: 5009: 5006: 5004: 5001: 4999: 4996: 4994: 4991: 4989: 4986: 4984: 4981: 4979: 4976: 4975: 4973: 4971: 4965: 4959: 4956: 4954: 4951: 4949: 4946: 4944: 4941: 4940: 4937: 4933: 4926: 4921: 4919: 4914: 4912: 4907: 4906: 4903: 4891: 4890: 4881: 4879: 4878: 4869: 4868: 4865: 4859: 4856: 4854: 4851: 4849: 4846: 4844: 4841: 4839: 4836: 4834: 4831: 4829: 4826: 4824: 4821: 4819: 4816: 4814: 4811: 4809: 4806: 4804: 4801: 4799: 4796: 4794: 4791: 4789: 4786: 4784: 4781: 4779: 4776: 4774: 4771: 4769: 4766: 4765: 4763: 4759: 4753: 4750: 4748: 4745: 4743: 4742:Neurotheology 4740: 4738: 4737:Neurorobotics 4735: 4733: 4732:Neuropolitics 4730: 4728: 4725: 4723: 4720: 4718: 4715: 4713: 4710: 4708: 4705: 4703: 4700: 4698: 4697:Neuroethology 4695: 4693: 4690: 4688: 4685: 4683: 4680: 4678: 4675: 4673: 4670: 4668: 4665: 4663: 4660: 4658: 4655: 4653: 4650: 4648: 4645: 4643: 4640: 4638: 4635: 4633: 4630: 4629: 4627: 4621: 4615: 4612: 4610: 4607: 4605: 4602: 4600: 4597: 4595: 4594:Motor control 4592: 4590: 4587: 4585: 4584:Chronobiology 4582: 4580: 4577: 4575: 4572: 4571: 4569: 4567: 4561: 4555: 4552: 4550: 4547: 4545: 4544:Neurovirology 4542: 4540: 4537: 4535: 4532: 4530: 4527: 4525: 4522: 4520: 4517: 4515: 4512: 4510: 4507: 4505: 4502: 4500: 4497: 4495: 4492: 4490: 4487: 4485: 4482: 4480: 4477: 4475: 4472: 4470: 4467: 4465: 4462: 4460: 4457: 4455: 4452: 4450: 4447: 4446: 4444: 4442: 4436: 4431: 4421: 4418: 4416: 4413: 4411: 4408: 4406: 4403: 4401: 4398: 4396: 4393: 4391: 4390:Neurogenetics 4388: 4386: 4383: 4381: 4378: 4376: 4373: 4371: 4368: 4366: 4363: 4361: 4358: 4356: 4353: 4351: 4348: 4346: 4343: 4341: 4338: 4336: 4333: 4331: 4328: 4326: 4325:Brain-reading 4323: 4321: 4320:Brain mapping 4318: 4316: 4313: 4311: 4308: 4307: 4305: 4303: 4297: 4291: 4288: 4286: 4283: 4282: 4279: 4275: 4268: 4263: 4261: 4256: 4254: 4249: 4248: 4245: 4239: 4236: 4234: 4230: 4227: 4225: 4222: 4220: 4217: 4216: 4207: 4206:0-19-509250-3 4203: 4199: 4195: 4192: 4188: 4187:0-471-09517-6 4184: 4180: 4176: 4173: 4169: 4166: 4165:0-13-504135-X 4162: 4158: 4154: 4151: 4147: 4146: 4139: 4136: 4128: 4118: 4114: 4108: 4107: 4101: 4096: 4087: 4086: 4077: 4073: 4068: 4063: 4059: 4055: 4050: 4045: 4041: 4037: 4033: 4026: 4019: 4018:0-13-089499-0 4015: 4011: 4005: 4003: 3995: 3989: 3981: 3977: 3973: 3969: 3964: 3959: 3955: 3951: 3944: 3936: 3932: 3928: 3924: 3920: 3916: 3909: 3902: 3888: 3884: 3878: 3870: 3866: 3861: 3856: 3852: 3848: 3844: 3837: 3835: 3826: 3822: 3815: 3807: 3803: 3798: 3793: 3789: 3785: 3781: 3777: 3770: 3763: 3762:0-471-32420-5 3759: 3755: 3749: 3747: 3739: 3733: 3725: 3721: 3717: 3713: 3709: 3705: 3698: 3690: 3686: 3682: 3678: 3671: 3656: 3652: 3645: 3637: 3631: 3627: 3623: 3622: 3614: 3610: 3600: 3597: 3595: 3592: 3590: 3587: 3585: 3582: 3580: 3577: 3575: 3572: 3570: 3567: 3565: 3562: 3560: 3557: 3555: 3552: 3550: 3547: 3545: 3542: 3540: 3537: 3535: 3532: 3530: 3527: 3525: 3522: 3521: 3514: 3512: 3508: 3498: 3496: 3495: 3490: 3485: 3470: 3466: 3462: 3451: 3447: 3443: 3438: 3434: 3427: 3422: 3418: 3407: 3403: 3399: 3394: 3390: 3383: 3378: 3374: 3367: 3358: 3355: 3347: 3341: 3333: 3330: 3322: 3316: 3310: 3304: 3298: 3287: 3271: 3268: 3260: 3254: 3251: 3243: 3239: 3235: 3230: 3226: 3219: 3214: 3210: 3206: 3200: 3197: 3189: 3183: 3180: 3172: 3168: 3164: 3159: 3155: 3148: 3143: 3139: 3130: 3127: 3114: 3111: 3105: 3102: 3094: 3088: 3085: 3077: 3073: 3069: 3064: 3060: 3053: 3048: 3044: 3040: 3034: 3031: 3023: 3017: 3014: 3006: 3002: 2998: 2993: 2989: 2982: 2977: 2973: 2964: 2948: 2944: 2923: 2902: 2899: 2890: 2877: 2874: 2869: 2862: 2859: 2851: 2845: 2842: 2834: 2830: 2826: 2821: 2817: 2810: 2805: 2801: 2797: 2791: 2788: 2780: 2774: 2771: 2763: 2759: 2755: 2750: 2746: 2739: 2734: 2730: 2725: 2717: 2713: 2708: 2704: 2700: 2697: 2685: 2683: 2679: 2661: 2657: 2633: 2630: 2624: 2601: 2598: 2592: 2584: 2566: 2562: 2539: 2535: 2525: 2512: 2509: 2502: 2499: 2491: 2485: 2478: 2474: 2469: 2465: 2460: 2456: 2452: 2447: 2443: 2434: 2421: 2418: 2411: 2408: 2400: 2394: 2387: 2383: 2378: 2374: 2369: 2365: 2361: 2356: 2352: 2343: 2340: 2321: 2317: 2313: 2308: 2304: 2297: 2292: 2288: 2284: 2276: 2272: 2268: 2263: 2259: 2252: 2247: 2243: 2239: 2235: 2232: 2223: 2220: 2202: 2198: 2194: 2189: 2185: 2178: 2173: 2169: 2165: 2157: 2153: 2149: 2144: 2140: 2133: 2128: 2124: 2120: 2115: 2111: 2107: 2102: 2098: 2094: 2088: 2082: 2074: 2059: 2055: 2051: 2043: 2039: 2035: 2032: 2026: 2021: 2017: 2013: 2008: 2004: 2000: 1995: 1991: 1987: 1979: 1975: 1971: 1968: 1962: 1957: 1953: 1949: 1944: 1940: 1936: 1930: 1924: 1916: 1901: 1897: 1893: 1888: 1884: 1880: 1875: 1871: 1867: 1862: 1858: 1854: 1849: 1845: 1841: 1836: 1832: 1828: 1823: 1819: 1815: 1810: 1806: 1802: 1796: 1790: 1782: 1779: 1763: 1759: 1736: 1732: 1722: 1706: 1702: 1698: 1693: 1689: 1666: 1662: 1658: 1653: 1649: 1622: 1618: 1610: 1593: 1589: 1581: 1564: 1560: 1552: 1535: 1531: 1523: 1522: 1521: 1519: 1514: 1512: 1508: 1504: 1500: 1496: 1486: 1483: 1481: 1463: 1460: 1457: 1453: 1449: 1443: 1437: 1429: 1424: 1422: 1421: 1401: 1395: 1369: 1366: 1358: 1352: 1344: 1341: 1333: 1327: 1302: 1299: 1296: 1292: 1267: 1263: 1257: 1253: 1241: 1239: 1234: 1217: 1213: 1207: 1203: 1197: 1188: 1185: 1177: 1171: 1163: 1160: 1152: 1146: 1132: 1114: 1110: 1106: 1100: 1097: 1089: 1083: 1080: 1075: 1071: 1067: 1061: 1058: 1050: 1044: 1037: 1033: 1029: 1023: 1020: 1012: 1006: 1000: 992: 988: 984: 978: 975: 967: 961: 958: 953: 949: 945: 939: 936: 928: 922: 915: 911: 907: 901: 898: 890: 884: 873: 871: 867: 851: 847: 843: 837: 834: 826: 820: 817: 812: 808: 804: 798: 795: 787: 781: 773: 771: 767: 762: 743: 737: 730: 726: 722: 716: 713: 705: 699: 693: 687: 679: 676: 670: 662: 642: 636: 629: 625: 621: 615: 612: 604: 598: 592: 586: 578: 575: 569: 561: 545: 541: 537: 531: 528: 522: 500: 496: 492: 486: 483: 477: 469: 468: 463: 459: 454: 453:probability. 452: 448: 444: 440: 439: 434: 430: 426: 422: 418: 417:probabilities 415: 414: 409: 405: 401: 397: 393: 389: 385: 381: 366: 364: 363: 362: 356: 355: 354: 348: 347: 343: 342: 337: 336: 332: 331: 326: 325: 324: 323:basis pursuit 318: 317: 316: 304: 302: 291: 289: 285: 281: 277: 266: 264: 260: 244: 241: 238: 235: 234: 230: 228: 225: 222: 221: 217: 215:Respond "No" 214: 212: 211: 208: 207: 206: 202: 200: 199: 186: 183: 180: 177: 176: 172: 170: 167: 164: 163: 159: 156: 154: 153: 150: 149: 148: 144: 142: 138: 127: 125: 121: 117: 113: 109: 105: 101: 97: 94:of any kind, 93: 88: 86: 82: 81:psychophysics 78: 77:John A. Swets 74: 70: 65: 61: 59: 55: 50: 48: 44: 40: 36: 32: 19: 6125:Quantization 6120:Oversampling 6111:Nyquist rate 6106:Downsampling 5945: 5735:Larry Squire 5730:Bruce McEwen 5725:Amos Tversky 5695:Jerome Kagan 5685:Noam Chomsky 5625:Hans Eysenck 5595:Harry Harlow 5575:Erik Erikson 5474:Intelligence 5371:Neuroimaging 5114:Quantitative 5079:Mathematical 5074:Intelligence 5064:Experimental 5059:Evolutionary 5049:Differential 4958:Psychologist 4887: 4875: 4823:Neuroimaging 4818:Neurogenesis 4787: 4702:Neurohistory 4667:Neurobiotics 4566:neuroscience 4534:Neurosurgery 4459:Epileptology 4441:neuroscience 4410:Neurophysics 4400:Neurometrics 4375:Neurobiology 4370:Neuroanatomy 4340:Connectomics 4274:Neuroscience 4197: 4178: 4171: 4156: 4149: 4131: 4122: 4103: 4039: 4035: 4025: 4009: 3988: 3953: 3949: 3943: 3918: 3914: 3901: 3890:. Retrieved 3886: 3877: 3850: 3846: 3824: 3814: 3779: 3775: 3769: 3753: 3737: 3732: 3707: 3703: 3697: 3680: 3676: 3670: 3659:. Retrieved 3654: 3644: 3625: 3620: 3613: 3539:Demodulation 3504: 3492: 3488: 3486: 3288: 3131: 3128: 2965: 2891: 2686: 2681: 2677: 2582: 2526: 2435: 2344: 2341: 2224: 2221: 2075: 1917: 1783: 1780: 1723: 1640: 1515: 1498: 1494: 1492: 1484: 1480:a posteriori 1479: 1427: 1425: 1418: 1242: 1237: 1235: 1133: 874: 869: 868: 774: 769: 765: 763: 663: 562: 465: 461: 457: 455: 450: 446: 442: 436: 432: 428: 424: 420: 413:a posteriori 411: 407: 403: 399: 395: 387: 383: 377: 359: 358: 351: 350: 345: 344: 340: 339: 334: 333: 329: 328: 321: 320: 313: 312: 310: 297: 279: 272: 256: 253:Applications 203: 197: 193: 145: 133: 89: 66: 62: 57: 51: 34: 30: 29: 6008:Z-transform 5807:Disciplines 5780:Susan Fiske 5670:Roger Brown 5570:Carl Rogers 5555:Jean Piaget 5520:Ivan Pavlov 5376:Observation 5356:Experiments 5303:Suicidology 5198:Educational 5153:Anomalistic 5124:Theoretical 5099:Personality 5029:Comparative 5012:Cognitivism 5003:Behaviorism 4692:Neuroethics 4539:Neurotology 4117:introducing 3797:11244/49353 3782:: 175–186. 1507:false alarm 1240:otherwise. 392:observation 369:Mathematics 301:crying wolf 243:False Alarm 236:Distractor 185:False Alarm 92:diagnostics 54:electronics 6155:Categories 6140:Upsampling 6001:Techniques 5970:Sub-fields 5870:Wikisource 5715:Paul Ekman 5550:Kurt Lewin 5444:Competence 5366:Interviews 5346:Case study 5223:Humanistic 5203:Ergonomics 5188:Counseling 5163:Assessment 5145:psychology 5094:Perception 5054:Ecological 4970:psychology 4948:Philosophy 4932:Psychology 4853:Neurotoxin 4554:Psychiatry 4125:April 2009 4100:references 4049:2012.14331 3892:2023-07-14 3661:2009-06-28 3606:References 3564:Modulation 1388:is called 1284:is called 464:, and the 380:hypotheses 130:Psychology 104:psychology 6115:frequency 5890:Wikibooks 5880:Wikiquote 5750:Ed Diener 5535:Carl Jung 5439:Cognition 5268:Political 5178:Community 5008:Cognitive 4798:Neurochip 4564:Cognitive 4489:Neurology 4155:Kay, SM. 4042:(10): 1. 3963:0803.2392 3887:elvers.us 3467:τ 3463:≡ 3444:− 3428:⋅ 3419:π 3400:− 3384:⋅ 3375:π 3368:≥ 3311:≡ 3296:⇒ 3252:⋅ 3236:− 3220:⋅ 3211:π 3207:≥ 3181:⋅ 3165:− 3149:⋅ 3140:π 3086:⋅ 3070:− 3054:⋅ 3045:π 3041:− 3015:⋅ 2999:− 2983:⋅ 2974:π 2916:and thus 2843:⋅ 2827:− 2811:⋅ 2802:π 2798:− 2772:⋅ 2756:− 2740:⋅ 2731:π 2709:∫ 2694:⇒ 2684:is true. 2563:π 2536:π 2470:∫ 2466:⋅ 2457:π 2379:∫ 2375:⋅ 2366:π 2314:− 2298:⋅ 2285:− 2269:− 2253:⋅ 2195:− 2179:⋅ 2166:− 2150:− 2134:⋅ 2052:⋅ 2036:− 2014:⋅ 1988:⋅ 1972:− 1950:⋅ 1894:⋅ 1868:⋅ 1842:⋅ 1816:⋅ 1699:− 1659:− 1454:τ 1450:≥ 1293:τ 1264:π 1254:π 1214:π 1204:π 1198:≥ 1141:⇒ 1111:π 1107:⋅ 1072:π 1068:⋅ 1034:π 1030:⋅ 1001:≥ 989:π 985:⋅ 950:π 946:⋅ 912:π 908:⋅ 848:π 844:⋅ 809:π 805:⋅ 727:π 723:⋅ 626:π 622:⋅ 542:π 497:π 338:and also 288:ROC-curve 6096:Aliasing 6088:Sampling 5885:Wikinews 5842:Timeline 5464:Feelings 5459:Emotions 5419:Behavior 5410:Concepts 5288:Religion 5273:Positive 5263:Pastoral 5248:Military 5213:Forensic 5208:Feminist 5193:Critical 5183:Consumer 5173:Coaching 5168:Clinical 5143:Applied 5039:Cultural 4978:Abnormal 4877:Category 4761:Concepts 4707:Neurolaw 4439:Clinical 4076:34468706 3935:15490427 3869:10495845 3806:18529957 3724:13215690 3517:See also 2903:′ 2701:′ 2583:a priori 2581:are the 2236:′ 467:a priori 451:a priori 438:a priori 335:, CoSaMP 114:used in 73:Peterson 39:stimulus 5817:Outline 5313:Traffic 5308:Systems 5243:Medical 5069:Gestalt 4943:History 4889:Commons 4302:science 4290:History 4285:Outline 4191:website 4113:improve 4067:8419883 3980:1642637 3827:: 1–98. 1518:utility 1516:Here a 462:p(y|H2) 458:p(y|H1) 259:animals 223:Target 6049:(DTFT) 5939:Theory 5847:Topics 5293:School 5218:Health 5119:Social 5022:Social 4968:Basic 4953:Portal 4625:fields 4204:  4185:  4163:  4102:, but 4074:  4064:  4016:  3978:  3933:  3867:  3804:  3760:  3722:  3632:  2649:, and 2527:where 1417:, the 764:where 435:. The 263:memory 102:, and 43:signal 6043:(DFT) 6037:(DCT) 5794:Lists 5253:Music 5238:Media 5233:Legal 5084:Moral 4300:Basic 4044:arXiv 3976:S2CID 3958:arXiv 3931:S2CID 3911:(PDF) 3802:S2CID 1511:Bayes 402:when 69:radar 47:noise 5479:Mind 4202:ISBN 4183:ISBN 4161:ISBN 4072:PMID 4014:ISBN 3865:PMID 3758:ISBN 3720:PMID 3657:: 90 3630:ISBN 3509:for 3489:L(y) 3112:> 2617:and 2554:and 1681:and 1482:"). 1317:and 1236:and 766:p(y) 515:and 460:and 445:and 406:and 341:fast 294:Bias 231:Hit 227:Miss 173:Hit 169:Miss 4062:PMC 4054:doi 3968:doi 3923:doi 3855:doi 3792:hdl 3784:doi 3712:doi 3685:doi 431:or 353:RIP 278:or 33:or 6157:: 6113:/ 4189:; 4070:. 4060:. 4052:. 4040:21 4038:. 4034:. 4001:^ 3996:". 3974:. 3966:. 3954:26 3952:. 3929:. 3919:55 3917:. 3913:. 3885:. 3863:. 3851:31 3849:. 3845:. 3833:^ 3823:. 3800:. 3790:. 3778:. 3745:^ 3718:. 3708:61 3706:. 3679:. 3653:. 3628:. 3626:ff 3497:. 3452:12 3439:22 3408:21 3395:11 3244:21 3231:11 3173:12 3160:22 3078:12 3065:22 3007:21 2994:11 2835:12 2822:22 2764:21 2751:11 2682:H1 2448:12 2357:11 2339:, 2322:12 2309:22 2293:12 2277:21 2264:11 2248:11 2203:12 2190:22 2174:12 2158:21 2145:11 2129:11 2116:22 2103:21 2060:22 2044:12 2022:12 2009:12 1996:21 1980:11 1958:11 1945:11 1902:22 1889:22 1876:12 1863:12 1850:21 1837:21 1824:11 1811:11 1764:12 1751:, 1737:11 1721:. 1707:12 1694:22 1667:21 1654:11 1623:22 1594:21 1565:12 1536:11 1499:H2 1495:H1 1428:H2 1423:. 1238:H1 870:H2 866:. 772:, 661:, 447:H2 443:H1 433:H2 429:H1 425:H2 421:H1 408:H2 400:H1 394:, 388:H2 384:H1 382:, 327:, 290:. 280:d' 198:d' 126:. 98:, 87:. 56:, 5924:e 5917:t 5910:v 5010:/ 4924:e 4917:t 4910:v 4266:e 4259:t 4252:v 4208:) 4193:) 4181:( 4167:) 4159:( 4138:) 4132:( 4127:) 4123:( 4109:. 4078:. 4056:: 4046:: 4020:) 3982:. 3970:: 3960:: 3937:. 3925:: 3895:. 3871:. 3857:: 3808:. 3794:: 3786:: 3780:2 3764:) 3726:. 3714:: 3691:. 3687:: 3681:4 3664:. 3638:. 3471:B 3457:) 3448:U 3435:U 3431:( 3423:2 3413:) 3404:U 3391:U 3387:( 3379:1 3362:) 3359:1 3356:H 3352:| 3348:y 3345:( 3342:p 3337:) 3334:2 3331:H 3327:| 3323:y 3320:( 3317:p 3308:) 3305:y 3302:( 3299:L 3275:) 3272:1 3269:H 3265:| 3261:y 3258:( 3255:p 3249:) 3240:U 3227:U 3223:( 3215:1 3204:) 3201:2 3198:H 3194:| 3190:y 3187:( 3184:p 3178:) 3169:U 3156:U 3152:( 3144:2 3115:0 3109:) 3106:2 3103:H 3099:| 3095:y 3092:( 3089:p 3083:) 3074:U 3061:U 3057:( 3049:2 3038:) 3035:1 3032:H 3028:| 3024:y 3021:( 3018:p 3012:) 3003:U 2990:U 2986:( 2978:1 2949:1 2945:R 2924:U 2900:U 2878:y 2875:d 2870:} 2866:) 2863:2 2860:H 2856:| 2852:y 2849:( 2846:p 2840:) 2831:U 2818:U 2814:( 2806:2 2795:) 2792:1 2789:H 2785:| 2781:y 2778:( 2775:p 2769:) 2760:U 2747:U 2743:( 2735:1 2726:{ 2718:1 2714:R 2705:= 2698:U 2678:y 2662:1 2658:R 2637:) 2634:2 2631:H 2628:( 2625:P 2605:) 2602:1 2599:H 2596:( 2593:P 2567:2 2540:1 2513:y 2510:d 2506:) 2503:2 2500:H 2496:| 2492:y 2489:( 2486:p 2479:1 2475:R 2461:2 2453:= 2444:P 2422:y 2419:d 2415:) 2412:1 2409:H 2405:| 2401:y 2398:( 2395:p 2388:1 2384:R 2370:1 2362:= 2353:P 2327:) 2318:U 2305:U 2301:( 2289:P 2282:) 2273:U 2260:U 2256:( 2244:P 2240:= 2233:U 2208:) 2199:U 2186:U 2182:( 2170:P 2163:) 2154:U 2141:U 2137:( 2125:P 2121:+ 2112:U 2108:+ 2099:U 2095:= 2092:} 2089:U 2086:{ 2083:E 2056:U 2049:) 2040:P 2033:1 2030:( 2027:+ 2018:U 2005:P 2001:+ 1992:U 1985:) 1976:P 1969:1 1966:( 1963:+ 1954:U 1941:P 1937:= 1934:} 1931:U 1928:{ 1925:E 1898:U 1885:P 1881:+ 1872:U 1859:P 1855:+ 1846:U 1833:P 1829:+ 1820:U 1807:P 1803:= 1800:} 1797:U 1794:{ 1791:E 1760:P 1733:P 1703:U 1690:U 1663:U 1650:U 1619:U 1590:U 1561:U 1532:U 1464:P 1461:A 1458:M 1447:) 1444:y 1441:( 1438:L 1405:) 1402:y 1399:( 1396:L 1373:) 1370:1 1367:H 1363:| 1359:y 1356:( 1353:p 1348:) 1345:2 1342:H 1338:| 1334:y 1331:( 1328:p 1303:P 1300:A 1297:M 1268:2 1258:1 1218:2 1208:1 1192:) 1189:1 1186:H 1182:| 1178:y 1175:( 1172:p 1167:) 1164:2 1161:H 1157:| 1153:y 1150:( 1147:p 1115:2 1104:) 1101:2 1098:H 1094:| 1090:y 1087:( 1084:p 1081:+ 1076:1 1065:) 1062:1 1059:H 1055:| 1051:y 1048:( 1045:p 1038:1 1027:) 1024:1 1021:H 1017:| 1013:y 1010:( 1007:p 993:2 982:) 979:2 976:H 972:| 968:y 965:( 962:p 959:+ 954:1 943:) 940:1 937:H 933:| 929:y 926:( 923:p 916:2 905:) 902:2 899:H 895:| 891:y 888:( 885:p 852:2 841:) 838:2 835:H 831:| 827:y 824:( 821:p 818:+ 813:1 802:) 799:1 796:H 792:| 788:y 785:( 782:p 770:y 747:) 744:y 741:( 738:p 731:2 720:) 717:2 714:H 710:| 706:y 703:( 700:p 694:= 691:) 688:y 684:| 680:2 677:H 674:( 671:p 646:) 643:y 640:( 637:p 630:1 619:) 616:1 613:H 609:| 605:y 602:( 599:p 593:= 590:) 587:y 583:| 579:1 576:H 573:( 570:p 546:2 538:= 535:) 532:2 529:H 526:( 523:p 501:1 493:= 490:) 487:1 484:H 481:( 478:p 396:y 20:)

Index

Signal Detection Theory
stimulus
signal
noise
electronics
radar
Peterson
John A. Swets
psychophysics
response biases
diagnostics
quality control
telecommunications
psychology
signal-to-noise ratio
confusion matrices
artificial intelligence
alarm management
background noise
eyewitness identification
decision theory
Miss
False Alarm
sensitivity index d'
Miss
False Alarm
animals
memory
sensitivity index
non-parametric

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