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Clinical study design

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is likely to occur in cross-sectional or case-control studies where subjects are asked to recall exposure to risk factors. Subjects with the relevant condition (e.g. breast cancer) may be more likely to recall the relevant exposures that they had undergone (e.g. hormone replacement therapy) than
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and experiments, as well as observational studies in medical, clinical and other types of research (e.g., epidemiological) involving human beings. The goal of a clinical study is to assess the safety, efficacy, and / or the mechanism of action of an investigational medicinal product (IMP) or
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are designed to demonstrate that a treatment is at least not appreciably less effective than a given reference treatment. This type of study design is often employed when comparing a new treatment to an established
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may occur when conclusions about individuals are drawn from analyses conducted on grouped data. The nature of this type of analysis tends to overestimate the degree of association between variables.
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are designed to demonstrate that one treatment is more effective than a given reference treatment. This type of study design is often used to test the effectiveness of a treatment compared to
225:. This use of the term "retrospective study" is misleading, however, and should be avoided because other research designs besides case-control studies are also retrospective in orientation. 246:, in situations where the new treatment is cheaper, safer or more convenient than the reference treatment and would therefore be preferable if not appreciably less effective. 792: 660:"Clarifying the distinction between case series and cohort studies in systematic reviews of comparative studies: potential impact on body of evidence and workload" 208:, and others) can complicate a trial as patients must be enrolled quickly. Additionally, seasonal variations and weather patterns can affect a seasonal study. 180:
When choosing a study design, many factors must be taken into account. Different types of studies are subject to different types of bias. For example,
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procedure, or new drug or device that is in development, but potentially not yet approved by a health authority (e.g.
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assesses research subjects at only one point in time (so case-control, cohort, and randomized studies are
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Kontopantelis, E.; Doran, T.; Springate, D. A.; Buchan, I.; Reeves, D. (June 9, 2015).
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but there can be others, in particular related to patient confidentiality and ethics.
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assesses research subjects over two or more points in time; by contrast, a
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Some of the considerations here are shared under the more general topic of
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When using "parallel groups", each patient receives one treatment; in a "
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are designed to demonstrate that two treatments are equally effective.
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Description of study designs from the National Cancer Institute
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Conducting studies in seasonal indications (such as allergies,
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Autoregressive conditional heteroskedasticity (ARCH)
2797: 164:Community survey (a type of cross-sectional study) 817: 786: 3750: 42:Outline of types of designs for clinical studies 2883:Multivariate adaptive regression splines (MARS) 352:", 6th edn, New York: Oxford University Press. 1438: 907: 235:or to the currently best available treatment. 658:Mathes, Tim; Pieper, Dawid (July 17, 2017). 657: 529:Mahajan, Rajiv; Gupta, Kapil (August 2012). 528: 503:Shiel, William C. Jr. (December 21, 2018). 451:Shiel, William C. Jr. (December 21, 2018). 175: 1483: 1445: 1431: 914: 900: 2096: 685: 675: 631: 556: 546: 1206:Preventable fraction among the unexposed 1202:Attributable fraction for the population 221:is sometimes used as another term for a 96: 1210:Preventable fraction for the population 1198:Attributable fraction among the exposed 852:"Prospective vs. Retrospective Studies" 653: 651: 424: 185:subjects who don't have the condition. 3751: 3409:Kaplan–Meier estimator (product limit) 3482: 3049: 2796: 2095: 1865: 1482: 1426: 895: 789:"Flu, Season, Diseases Affect Trials" 502: 450: 3719: 3419:Accelerated failure time (AFT) model 1373:Correlation does not imply causation 1289:Animal testing on non-human primates 648: 46: 3731: 3014:Analysis of variance (ANOVA, anova) 1866: 398: 195: 13: 3109:Cochran–Mantel–Haenszel statistics 1735:Pearson product-moment correlation 14: 3785: 873: 3730: 3718: 3706: 3693: 3692: 3483: 762:"NCI Dictionary of Cancer Terms" 736:"NCI Dictionary of Cancer Terms" 710:"NCI Dictionary of Cancer Terms" 581:"NCI Dictionary of Cancer Terms" 425:Nichols, Hannah (May 18, 2018). 3368:Least-squares spectral analysis 844: 811: 780: 754: 728: 702: 599: 2349:Mean-unbiased minimum-variance 1452: 1256:Pre- and post-test probability 978:Patient and public involvement 573: 535:Indian Journal of Pharmacology 522: 496: 470: 444: 418: 392: 363: 339: 211: 88:Interrupted time series design 1: 3662:Geographic information system 2878:Simultaneous equations models 332: 2845:Coefficient of determination 2456:Uniformly most powerful test 1383:Sex as a biological variable 880:Some aspects of study design 350:A dictionary of epidemiology 29:Food and Drug Administration 7: 3414:Proportional hazards models 3358:Spectral density estimation 3340:Vector autoregression (VAR) 2774:Maximum posterior estimator 2006:Randomized controlled trial 1347:Intention-to-treat analysis 1319:Analysis of clinical trials 1248:Specificity and sensitivity 1002:Randomized controlled trial 401:"Clinical Study Management" 278: 202:Seasonal Affective Disorder 53:Randomized controlled trial 10: 3790: 3174:Multivariate distributions 1594:Average absolute deviation 453:"Randomized control trial" 3688: 3642: 3579: 3532: 3495: 3491: 3478: 3450: 3432: 3399: 3390: 3348: 3295: 3256: 3205: 3196: 3162:Structural equation model 3117: 3074: 3070: 3045: 3004: 2970: 2924: 2891: 2853: 2820: 2816: 2792: 2732: 2641: 2560: 2524: 2515: 2498:Score/Lagrange multiplier 2483: 2436: 2381: 2307: 2298: 2108: 2104: 2091: 2050: 2024: 1976: 1931: 1913:Sample size determination 1878: 1874: 1861: 1765: 1720: 1694: 1676: 1632: 1584: 1504: 1495: 1491: 1478: 1460: 1391: 1356:Interpretation of results 1355: 1317: 1266: 1216: 1190: 1152: 1122: 1113: 1089:Nested case–control study 1039: 986: 933: 882:Tufts University web site 818:Yamin Khan; Sarah Tilly. 787:Yamin Khan; Sarah Tilly. 766:National Cancer Institute 740:National Cancer Institute 714:National Cancer Institute 677:10.1186/s12874-017-0391-8 585:National Cancer Institute 153:Nested case-control study 3657:Environmental statistics 3179:Elliptical distributions 2972:Generalized linear model 2901:Simple linear regression 2671:Hodges–Lehmann estimator 2128:Probability distribution 2037:Stochastic approximation 1599:Coefficient of variation 958:Academic clinical trials 316:Academic clinical trials 244:medical standard of care 176:Important considerations 3317:Cross-correlation (XCF) 2925:Non-standard predictors 2359:Lehmann–ScheffĂ© theorem 2032:Adaptive clinical trial 1176:Relative risk reduction 1024:Adaptive clinical trial 968:Evidence-based medicine 951:Adaptive clinical trial 793:Applied Clinical Trials 548:10.4103/0253-7613.68417 405:ProMedica International 291:Epidemiological methods 70:Adaptive clinical trial 3713:Mathematics portal 3534:Engineering statistics 3442:Nelson–Aalen estimator 3019:Analysis of covariance 2906:Ordinary least squares 2830:Pearson product-moment 2234:Statistical functional 2145:Empirical distribution 1978:Controlled experiments 1707:Frequency distribution 1485:Descriptive statistics 1164:Number needed to treat 886:Comparison of strength 795:Online. Archived from 399:Ann (April 14, 2006). 239:Non-inferiority trials 22:is the formulation of 3769:Design of experiments 3629:Population statistics 3571:System identification 3305:Autocorrelation (ACF) 3233:Exponential smoothing 3147:Discriminant analysis 3142:Canonical correlation 3006:Partition of variance 2868:Regression validation 2712:(Jonckheere–Terpstra) 2611:Likelihood-ratio test 2300:Frequentist inference 2212:Location–scale family 2133:Sampling distribution 2098:Statistical inference 2065:Cross-sectional study 2052:Observational studies 2011:Randomized experiment 1840:Stem-and-leaf display 1642:Central limit theorem 1168:Number needed to harm 1055:Cross-sectional study 1007:Scientific experiment 963:Clinical study design 321:Design of experiments 268:cross-sectional study 160:Cross-sectional study 97:Observational studies 36:design of experiments 20:Clinical study design 3552:Probabilistic design 3137:Principal components 2980:Exponential families 2932:Nonlinear regression 2911:General linear model 2873:Mixed effects models 2863:Errors and residuals 2840:Confounding variable 2742:Bayesian probability 2720:Van der Waerden test 2710:Ordered alternative 2475:Multiple comparisons 2354:Rao–Blackwellization 2317:Estimating equations 2273:Statistical distance 1991:Factorial experiment 1524:Arithmetic-Geometric 1134:Cumulative incidence 664:BMC Med Res Methodol 301:Experimental control 286:Conceptual framework 136:Retrospective cohort 3624:Official statistics 3547:Methods engineering 3228:Seasonal adjustment 2996:Poisson regressions 2916:Bayesian regression 2855:Regression analysis 2835:Partial correlation 2807:Regression analysis 2406:Prediction interval 2401:Likelihood interval 2391:Confidence interval 2383:Interval estimation 2344:Unbiased estimators 2162:Model specification 2042:Up-and-down designs 1730:Partial correlation 1686:Index of dispersion 1604:Interquartile range 1041:Observational study 973:Real world evidence 927:experimental design 219:retrospective study 84:(quasi-experiment) 82:Nonrandomized trial 3764:Medical statistics 3644:Spatial statistics 3524:Medical statistics 3424:First hitting time 3378:Whittle likelihood 3029:Degrees of freedom 3024:Multivariate ANOVA 2957:Heteroscedasticity 2769:Bayesian estimator 2734:Bayesian inference 2583:Kolmogorov–Smirnov 2468:Randomization test 2438:Testing hypotheses 2411:Tolerance interval 2322:Maximum likelihood 2217:Exponential family 2150:Density estimation 2110:Statistical theory 2070:Natural experiment 2016:Scientific control 1933:Survey methodology 1619:Standard deviation 1327:Risk–benefit ratio 1294:First-in-man study 1244:Case fatality rate 1085:Case–control study 1059:Longitudinal study 505:"Nonblinded study" 431:Medical News Today 311:Operationalization 264:longitudinal study 250:Equivalence trials 229:Superiority trials 223:case-control study 190:ecological fallacy 148:Case-control study 131:Prospective cohort 3774:Scientific method 3759:Clinical research 3746: 3745: 3684: 3683: 3680: 3679: 3619:National accounts 3589:Actuarial science 3581:Social statistics 3474: 3473: 3470: 3469: 3466: 3465: 3401:Survival function 3386: 3385: 3248:Granger causality 3089:Contingency table 3064:Survival analysis 3041: 3040: 3037: 3036: 2893:Linear regression 2788: 2787: 2784: 2783: 2759:Credible interval 2728: 2727: 2511: 2510: 2327:Method of moments 2196:Parametric family 2157:Statistical model 2087: 2086: 2083: 2082: 2001:Random assignment 1923:Statistical power 1857: 1856: 1853: 1852: 1702:Contingency table 1672: 1671: 1539:Generalized/power 1420: 1419: 1368:Survivorship bias 1332:Systematic review 1299:Multicenter trial 1262: 1261: 1252:Likelihood-ratios 1224:Clinical endpoint 1192:Population impact 1146:Period prevalence 923:Clinical research 768:. 2 February 2011 742:. 2 February 2011 716:. 2 February 2011 624:10.1136/bmj.h2750 587:. 2 February 2011 375:www.noclor.nhs.uk 274:cross-sectional). 141:Time series study 47:Treatment studies 16:Plan for research 3781: 3734: 3733: 3722: 3721: 3711: 3710: 3696: 3695: 3599:Crime statistics 3493: 3492: 3480: 3479: 3397: 3396: 3363:Fourier analysis 3350:Frequency domain 3330: 3277: 3243:Structural break 3203: 3202: 3152:Cluster analysis 3099:Log-linear model 3072: 3071: 3047: 3046: 2988: 2962:Homoscedasticity 2818: 2817: 2794: 2793: 2713: 2705: 2697: 2696:(Kruskal–Wallis) 2681: 2666: 2621:Cross validation 2606: 2588:Anderson–Darling 2535: 2522: 2521: 2493:Likelihood-ratio 2485:Parametric tests 2463:Permutation test 2446:1- & 2-tails 2337:Minimum distance 2309:Point estimation 2305: 2304: 2256:Optimal decision 2207: 2106: 2105: 2093: 2092: 2075:Quasi-experiment 2025:Adaptive designs 1876: 1875: 1863: 1862: 1740:Rank correlation 1502: 1501: 1493: 1492: 1480: 1479: 1447: 1440: 1433: 1424: 1423: 1267:Trial/test types 1142:Point prevalence 1120: 1119: 1063:Ecological study 1046:EBM II-2 to II-3 1017:Open-label trial 1012:Blind experiment 988:Controlled study 916: 909: 902: 893: 892: 867: 866: 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Archived from 367: 361: 343: 196:Seasonal studies 170:Ecological study 116:Population study 3789: 3788: 3784: 3783: 3782: 3780: 3779: 3778: 3749: 3748: 3747: 3742: 3705: 3676: 3638: 3575: 3561:quality control 3528: 3510:Clinical trials 3487: 3462: 3446: 3434:Hazard function 3428: 3382: 3344: 3328: 3291: 3287:Breusch–Godfrey 3275: 3252: 3192: 3167:Factor analysis 3113: 3094:Graphical model 3066: 3033: 3000: 2986: 2966: 2920: 2887: 2849: 2812: 2811: 2780: 2724: 2711: 2703: 2695: 2679: 2664: 2643:Rank statistics 2637: 2616:Model selection 2604: 2562:Goodness of fit 2556: 2533: 2507: 2479: 2432: 2377: 2366:Median unbiased 2294: 2205: 2138:Order statistic 2100: 2079: 2046: 2020: 1972: 1927: 1870: 1868:Data collection 1849: 1761: 1716: 1690: 1668: 1628: 1580: 1497:Continuous data 1487: 1474: 1456: 1451: 1421: 1416: 1387: 1351: 1313: 1258: 1212: 1186: 1160:Risk difference 1148: 1109: 1043: 1035: 990: 982: 946:Trial protocols 929: 920: 876: 871: 870: 860: 858: 850: 849: 845: 835: 833: 832:on 15 July 2011 829: 822: 816: 812: 802: 800: 799:on 11 July 2011 785: 781: 771: 769: 760: 759: 755: 745: 743: 734: 733: 729: 719: 717: 708: 707: 703: 656: 649: 604: 600: 590: 588: 579: 578: 574: 527: 523: 513: 511: 501: 497: 487: 485: 484:. July 28, 2005 476: 475: 471: 461: 459: 449: 445: 435: 433: 423: 419: 409: 407: 397: 393: 384: 382: 369: 368: 364: 344: 340: 335: 330: 326:Research design 281: 257:crossover study 214: 198: 178: 101:1. Descriptive 99: 75:Platform Trials 63:Non-blind trial 49: 44: 17: 12: 11: 5: 3787: 3777: 3776: 3771: 3766: 3761: 3744: 3743: 3741: 3740: 3728: 3716: 3702: 3689: 3686: 3685: 3682: 3681: 3678: 3677: 3675: 3674: 3669: 3664: 3659: 3654: 3648: 3646: 3640: 3639: 3637: 3636: 3631: 3626: 3621: 3616: 3611: 3606: 3601: 3596: 3591: 3585: 3583: 3577: 3576: 3574: 3573: 3568: 3563: 3554: 3549: 3544: 3538: 3536: 3530: 3529: 3527: 3526: 3521: 3516: 3507: 3505:Bioinformatics 3501: 3499: 3489: 3488: 3476: 3475: 3472: 3471: 3468: 3467: 3464: 3463: 3461: 3460: 3454: 3452: 3448: 3447: 3445: 3444: 3438: 3436: 3430: 3429: 3427: 3426: 3421: 3416: 3411: 3405: 3403: 3394: 3388: 3387: 3384: 3383: 3381: 3380: 3375: 3370: 3365: 3360: 3354: 3352: 3346: 3345: 3343: 3342: 3337: 3332: 3324: 3319: 3314: 3313: 3312: 3310:partial (PACF) 3301: 3299: 3293: 3292: 3290: 3289: 3284: 3279: 3271: 3266: 3260: 3258: 3257:Specific tests 3254: 3253: 3251: 3250: 3245: 3240: 3235: 3230: 3225: 3220: 3215: 3209: 3207: 3200: 3194: 3193: 3191: 3190: 3189: 3188: 3187: 3186: 3171: 3170: 3169: 3159: 3157:Classification 3154: 3149: 3144: 3139: 3134: 3129: 3123: 3121: 3115: 3114: 3112: 3111: 3106: 3104:McNemar's test 3101: 3096: 3091: 3086: 3080: 3078: 3068: 3067: 3043: 3042: 3039: 3038: 3035: 3034: 3032: 3031: 3026: 3021: 3016: 3010: 3008: 3002: 3001: 2999: 2998: 2982: 2976: 2974: 2968: 2967: 2965: 2964: 2959: 2954: 2949: 2944: 2942:Semiparametric 2939: 2934: 2928: 2926: 2922: 2921: 2919: 2918: 2913: 2908: 2903: 2897: 2895: 2889: 2888: 2886: 2885: 2880: 2875: 2870: 2865: 2859: 2857: 2851: 2850: 2848: 2847: 2842: 2837: 2832: 2826: 2824: 2814: 2813: 2810: 2809: 2804: 2798: 2790: 2789: 2786: 2785: 2782: 2781: 2779: 2778: 2777: 2776: 2766: 2761: 2756: 2755: 2754: 2749: 2738: 2736: 2730: 2729: 2726: 2725: 2723: 2722: 2717: 2716: 2715: 2707: 2699: 2683: 2680:(Mann–Whitney) 2675: 2674: 2673: 2660: 2659: 2658: 2647: 2645: 2639: 2638: 2636: 2635: 2634: 2633: 2628: 2623: 2613: 2608: 2605:(Shapiro–Wilk) 2600: 2595: 2590: 2585: 2580: 2572: 2566: 2564: 2558: 2557: 2555: 2554: 2546: 2537: 2525: 2519: 2517:Specific tests 2513: 2512: 2509: 2508: 2506: 2505: 2500: 2495: 2489: 2487: 2481: 2480: 2478: 2477: 2472: 2471: 2470: 2460: 2459: 2458: 2448: 2442: 2440: 2434: 2433: 2431: 2430: 2429: 2428: 2423: 2413: 2408: 2403: 2398: 2393: 2387: 2385: 2379: 2378: 2376: 2375: 2370: 2369: 2368: 2363: 2362: 2361: 2356: 2341: 2340: 2339: 2334: 2329: 2324: 2313: 2311: 2302: 2296: 2295: 2293: 2292: 2287: 2282: 2281: 2280: 2270: 2265: 2264: 2263: 2253: 2252: 2251: 2246: 2241: 2231: 2226: 2221: 2220: 2219: 2214: 2209: 2193: 2192: 2191: 2186: 2181: 2171: 2170: 2169: 2164: 2154: 2153: 2152: 2142: 2141: 2140: 2130: 2125: 2120: 2114: 2112: 2102: 2101: 2089: 2088: 2085: 2084: 2081: 2080: 2078: 2077: 2072: 2067: 2062: 2056: 2054: 2048: 2047: 2045: 2044: 2039: 2034: 2028: 2026: 2022: 2021: 2019: 2018: 2013: 2008: 2003: 1998: 1993: 1988: 1982: 1980: 1974: 1973: 1971: 1970: 1968:Standard error 1965: 1960: 1955: 1954: 1953: 1948: 1937: 1935: 1929: 1928: 1926: 1925: 1920: 1915: 1910: 1905: 1900: 1898:Optimal design 1895: 1890: 1884: 1882: 1872: 1871: 1859: 1858: 1855: 1854: 1851: 1850: 1848: 1847: 1842: 1837: 1832: 1827: 1822: 1817: 1812: 1807: 1802: 1797: 1792: 1787: 1782: 1777: 1771: 1769: 1763: 1762: 1760: 1759: 1754: 1753: 1752: 1747: 1737: 1732: 1726: 1724: 1718: 1717: 1715: 1714: 1709: 1704: 1698: 1696: 1695:Summary tables 1692: 1691: 1689: 1688: 1682: 1680: 1674: 1673: 1670: 1669: 1667: 1666: 1665: 1664: 1659: 1654: 1644: 1638: 1636: 1630: 1629: 1627: 1626: 1621: 1616: 1611: 1606: 1601: 1596: 1590: 1588: 1582: 1581: 1579: 1578: 1573: 1568: 1567: 1566: 1561: 1556: 1551: 1546: 1541: 1536: 1531: 1529:Contraharmonic 1526: 1521: 1510: 1508: 1499: 1489: 1488: 1476: 1475: 1473: 1472: 1467: 1461: 1458: 1457: 1450: 1449: 1442: 1435: 1427: 1418: 1417: 1415: 1414: 1411:List of topics 1407: 1400: 1392: 1389: 1388: 1386: 1385: 1380: 1375: 1370: 1365: 1363:Selection bias 1359: 1357: 1353: 1352: 1350: 1349: 1344: 1339: 1334: 1329: 1323: 1321: 1315: 1314: 1312: 1311: 1306: 1301: 1296: 1291: 1286: 1284:Animal testing 1281: 1276: 1270: 1268: 1264: 1263: 1260: 1259: 1236:Mortality rate 1222: 1220: 1214: 1213: 1196: 1194: 1188: 1187: 1158: 1156: 1150: 1149: 1128: 1126: 1117: 1111: 1110: 1108: 1107: 1102: 1097: 1092: 1082: 1081: 1080: 1075: 1065: 1051: 1049: 1037: 1036: 1034: 1033: 1032: 1031: 1029:Platform trial 1021: 1020: 1019: 1014: 1009: 998: 996: 984: 983: 981: 980: 975: 970: 965: 960: 955: 954: 953: 948: 941:Clinical trial 937: 935: 931: 930: 919: 918: 911: 904: 896: 890: 889: 883: 875: 874:External links 872: 869: 868: 843: 810: 779: 753: 727: 701: 647: 598: 572: 521: 495: 469: 443: 417: 391: 362: 337: 336: 334: 331: 329: 328: 323: 318: 313: 308: 303: 298: 293: 288: 282: 280: 277: 276: 275: 260: 253: 247: 236: 226: 213: 210: 197: 194: 177: 174: 173: 172: 167: 166: 165: 157: 156: 155: 145: 144: 143: 138: 133: 121:2. Analytical 119: 118: 113: 108: 98: 95: 94: 93: 92: 91: 79: 78: 77: 67: 66: 65: 60: 48: 45: 43: 40: 15: 9: 6: 4: 3: 2: 3786: 3775: 3772: 3770: 3767: 3765: 3762: 3760: 3757: 3756: 3754: 3739: 3738: 3729: 3727: 3726: 3717: 3715: 3714: 3709: 3703: 3701: 3700: 3691: 3690: 3687: 3673: 3670: 3668: 3667:Geostatistics 3665: 3663: 3660: 3658: 3655: 3653: 3650: 3649: 3647: 3645: 3641: 3635: 3634:Psychometrics 3632: 3630: 3627: 3625: 3622: 3620: 3617: 3615: 3612: 3610: 3607: 3605: 3602: 3600: 3597: 3595: 3592: 3590: 3587: 3586: 3584: 3582: 3578: 3572: 3569: 3567: 3564: 3562: 3558: 3555: 3553: 3550: 3548: 3545: 3543: 3540: 3539: 3537: 3535: 3531: 3525: 3522: 3520: 3517: 3515: 3511: 3508: 3506: 3503: 3502: 3500: 3498: 3497:Biostatistics 3494: 3490: 3486: 3481: 3477: 3459: 3458:Log-rank test 3456: 3455: 3453: 3449: 3443: 3440: 3439: 3437: 3435: 3431: 3425: 3422: 3420: 3417: 3415: 3412: 3410: 3407: 3406: 3404: 3402: 3398: 3395: 3393: 3389: 3379: 3376: 3374: 3371: 3369: 3366: 3364: 3361: 3359: 3356: 3355: 3353: 3351: 3347: 3341: 3338: 3336: 3333: 3331: 3329:(Box–Jenkins) 3325: 3323: 3320: 3318: 3315: 3311: 3308: 3307: 3306: 3303: 3302: 3300: 3298: 3294: 3288: 3285: 3283: 3282:Durbin–Watson 3280: 3278: 3272: 3270: 3267: 3265: 3264:Dickey–Fuller 3262: 3261: 3259: 3255: 3249: 3246: 3244: 3241: 3239: 3238:Cointegration 3236: 3234: 3231: 3229: 3226: 3224: 3221: 3219: 3216: 3214: 3213:Decomposition 3211: 3210: 3208: 3204: 3201: 3199: 3195: 3185: 3182: 3181: 3180: 3177: 3176: 3175: 3172: 3168: 3165: 3164: 3163: 3160: 3158: 3155: 3153: 3150: 3148: 3145: 3143: 3140: 3138: 3135: 3133: 3130: 3128: 3125: 3124: 3122: 3120: 3116: 3110: 3107: 3105: 3102: 3100: 3097: 3095: 3092: 3090: 3087: 3085: 3084:Cohen's kappa 3082: 3081: 3079: 3077: 3073: 3069: 3065: 3061: 3057: 3053: 3048: 3044: 3030: 3027: 3025: 3022: 3020: 3017: 3015: 3012: 3011: 3009: 3007: 3003: 2997: 2993: 2989: 2983: 2981: 2978: 2977: 2975: 2973: 2969: 2963: 2960: 2958: 2955: 2953: 2950: 2948: 2945: 2943: 2940: 2938: 2937:Nonparametric 2935: 2933: 2930: 2929: 2927: 2923: 2917: 2914: 2912: 2909: 2907: 2904: 2902: 2899: 2898: 2896: 2894: 2890: 2884: 2881: 2879: 2876: 2874: 2871: 2869: 2866: 2864: 2861: 2860: 2858: 2856: 2852: 2846: 2843: 2841: 2838: 2836: 2833: 2831: 2828: 2827: 2825: 2823: 2819: 2815: 2808: 2805: 2803: 2800: 2799: 2795: 2791: 2775: 2772: 2771: 2770: 2767: 2765: 2762: 2760: 2757: 2753: 2750: 2748: 2745: 2744: 2743: 2740: 2739: 2737: 2735: 2731: 2721: 2718: 2714: 2708: 2706: 2700: 2698: 2692: 2691: 2690: 2687: 2686:Nonparametric 2684: 2682: 2676: 2672: 2669: 2668: 2667: 2661: 2657: 2656:Sample median 2654: 2653: 2652: 2649: 2648: 2646: 2644: 2640: 2632: 2629: 2627: 2624: 2622: 2619: 2618: 2617: 2614: 2612: 2609: 2607: 2601: 2599: 2596: 2594: 2591: 2589: 2586: 2584: 2581: 2579: 2577: 2573: 2571: 2568: 2567: 2565: 2563: 2559: 2553: 2551: 2547: 2545: 2543: 2538: 2536: 2531: 2527: 2526: 2523: 2520: 2518: 2514: 2504: 2501: 2499: 2496: 2494: 2491: 2490: 2488: 2486: 2482: 2476: 2473: 2469: 2466: 2465: 2464: 2461: 2457: 2454: 2453: 2452: 2449: 2447: 2444: 2443: 2441: 2439: 2435: 2427: 2424: 2422: 2419: 2418: 2417: 2414: 2412: 2409: 2407: 2404: 2402: 2399: 2397: 2394: 2392: 2389: 2388: 2386: 2384: 2380: 2374: 2371: 2367: 2364: 2360: 2357: 2355: 2352: 2351: 2350: 2347: 2346: 2345: 2342: 2338: 2335: 2333: 2330: 2328: 2325: 2323: 2320: 2319: 2318: 2315: 2314: 2312: 2310: 2306: 2303: 2301: 2297: 2291: 2288: 2286: 2283: 2279: 2276: 2275: 2274: 2271: 2269: 2266: 2262: 2261:loss function 2259: 2258: 2257: 2254: 2250: 2247: 2245: 2242: 2240: 2237: 2236: 2235: 2232: 2230: 2227: 2225: 2222: 2218: 2215: 2213: 2210: 2208: 2202: 2199: 2198: 2197: 2194: 2190: 2187: 2185: 2182: 2180: 2177: 2176: 2175: 2172: 2168: 2165: 2163: 2160: 2159: 2158: 2155: 2151: 2148: 2147: 2146: 2143: 2139: 2136: 2135: 2134: 2131: 2129: 2126: 2124: 2121: 2119: 2116: 2115: 2113: 2111: 2107: 2103: 2099: 2094: 2090: 2076: 2073: 2071: 2068: 2066: 2063: 2061: 2058: 2057: 2055: 2053: 2049: 2043: 2040: 2038: 2035: 2033: 2030: 2029: 2027: 2023: 2017: 2014: 2012: 2009: 2007: 2004: 2002: 1999: 1997: 1994: 1992: 1989: 1987: 1984: 1983: 1981: 1979: 1975: 1969: 1966: 1964: 1963:Questionnaire 1961: 1959: 1956: 1952: 1949: 1947: 1944: 1943: 1942: 1939: 1938: 1936: 1934: 1930: 1924: 1921: 1919: 1916: 1914: 1911: 1909: 1906: 1904: 1901: 1899: 1896: 1894: 1891: 1889: 1886: 1885: 1883: 1881: 1877: 1873: 1869: 1864: 1860: 1846: 1843: 1841: 1838: 1836: 1833: 1831: 1828: 1826: 1823: 1821: 1818: 1816: 1813: 1811: 1808: 1806: 1803: 1801: 1798: 1796: 1793: 1791: 1790:Control chart 1788: 1786: 1783: 1781: 1778: 1776: 1773: 1772: 1770: 1768: 1764: 1758: 1755: 1751: 1748: 1746: 1743: 1742: 1741: 1738: 1736: 1733: 1731: 1728: 1727: 1725: 1723: 1719: 1713: 1710: 1708: 1705: 1703: 1700: 1699: 1697: 1693: 1687: 1684: 1683: 1681: 1679: 1675: 1663: 1660: 1658: 1655: 1653: 1650: 1649: 1648: 1645: 1643: 1640: 1639: 1637: 1635: 1631: 1625: 1622: 1620: 1617: 1615: 1612: 1610: 1607: 1605: 1602: 1600: 1597: 1595: 1592: 1591: 1589: 1587: 1583: 1577: 1574: 1572: 1569: 1565: 1562: 1560: 1557: 1555: 1552: 1550: 1547: 1545: 1542: 1540: 1537: 1535: 1532: 1530: 1527: 1525: 1522: 1520: 1517: 1516: 1515: 1512: 1511: 1509: 1507: 1503: 1500: 1498: 1494: 1490: 1486: 1481: 1477: 1471: 1468: 1466: 1463: 1462: 1459: 1455: 1448: 1443: 1441: 1436: 1434: 1429: 1428: 1425: 1413: 1412: 1408: 1406: 1405: 1401: 1399: 1398: 1394: 1393: 1390: 1384: 1381: 1379: 1376: 1374: 1371: 1369: 1366: 1364: 1361: 1360: 1358: 1354: 1348: 1345: 1343: 1342:Meta-analysis 1340: 1338: 1335: 1333: 1330: 1328: 1325: 1324: 1322: 1320: 1316: 1310: 1309:Vaccine trial 1307: 1305: 1304:Seeding trial 1302: 1300: 1297: 1295: 1292: 1290: 1287: 1285: 1282: 1280: 1277: 1275: 1272: 1271: 1269: 1265: 1257: 1253: 1249: 1245: 1241: 1237: 1233: 1229: 1225: 1221: 1219: 1215: 1211: 1207: 1203: 1199: 1195: 1193: 1189: 1185: 1181: 1177: 1173: 1169: 1165: 1161: 1157: 1155: 1151: 1147: 1143: 1139: 1135: 1131: 1127: 1125: 1121: 1118: 1116: 1112: 1106: 1103: 1101: 1098: 1096: 1093: 1090: 1086: 1083: 1079: 1076: 1074: 1073:Retrospective 1071: 1070: 1069: 1066: 1064: 1060: 1056: 1053: 1052: 1050: 1047: 1042: 1038: 1030: 1027: 1026: 1025: 1022: 1018: 1015: 1013: 1010: 1008: 1005: 1004: 1003: 1000: 999: 997: 994: 993:EBM I to II-1 989: 985: 979: 976: 974: 971: 969: 966: 964: 961: 959: 956: 952: 949: 947: 944: 943: 942: 939: 938: 936: 932: 928: 924: 917: 912: 910: 905: 903: 898: 897: 894: 887: 884: 881: 878: 877: 857: 853: 847: 828: 821: 814: 798: 794: 790: 783: 767: 763: 757: 741: 737: 731: 715: 711: 705: 697: 693: 688: 683: 678: 673: 669: 665: 661: 654: 652: 643: 639: 634: 629: 625: 621: 617: 613: 609: 602: 586: 582: 576: 568: 564: 559: 554: 549: 544: 540: 536: 532: 525: 510: 506: 499: 483: 479: 473: 458: 454: 447: 432: 428: 421: 406: 402: 395: 381:on 2020-09-26 380: 376: 372: 366: 359: 358:9780199976737 355: 351: 347: 342: 338: 327: 324: 322: 319: 317: 314: 312: 309: 307: 306:Meta-analysis 304: 302: 299: 297: 294: 292: 289: 287: 284: 283: 273: 269: 265: 261: 258: 254: 251: 248: 245: 240: 237: 234: 230: 227: 224: 220: 216: 215: 209: 207: 203: 193: 191: 186: 183: 171: 168: 163: 162: 161: 158: 154: 151: 150: 149: 146: 142: 139: 137: 134: 132: 129: 128: 127: 124: 123: 122: 117: 114: 112: 109: 107: 104: 103: 102: 89: 86: 85: 83: 80: 76: 73: 72: 71: 68: 64: 61: 59: 56: 55: 54: 51: 50: 39: 37: 32: 30: 25: 21: 3735: 3723: 3704: 3697: 3609:Econometrics 3559: / 3542:Chemometrics 3519:Epidemiology 3513: 3512: / 3485:Applications 3327:ARIMA model 3274:Q-statistic 3223:Stationarity 3119:Multivariate 3062: / 3058: / 3056:Multivariate 3054: / 2994: / 2990: / 2764:Bayes factor 2663:Signed rank 2575: 2549: 2541: 2529: 2224:Completeness 2060:Cohort study 1958:Opinion poll 1893:Missing data 1880:Study design 1835:Scatter plot 1757:Scatter plot 1750:Spearman's ρ 1712:Grouped data 1409: 1402: 1395: 1184:Hazard ratio 1068:Cohort study 962: 859:. Retrieved 856:Stats Direct 855: 846: 834:. Retrieved 827:the original 813: 801:. Retrieved 797:the original 782: 770:. Retrieved 765: 756: 744:. Retrieved 739: 730: 718:. Retrieved 713: 704: 667: 663: 615: 611: 601: 589:. Retrieved 584: 575: 541:(4): 201–7. 538: 534: 524: 512:. Retrieved 509:Medicine Net 508: 498: 486:. Retrieved 481: 472: 460:. Retrieved 457:Medicine Net 456: 446: 434:. Retrieved 430: 420: 408:. Retrieved 404: 394: 383:. 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Index

trials
Food and Drug Administration
design of experiments
Randomized controlled trial
Blind trial
Non-blind trial
Adaptive clinical trial
Platform Trials
Nonrandomized trial
Interrupted time series design
Case report
Case series
Population study
Cohort study
Prospective cohort
Retrospective cohort
Time series study
Case-control study
Nested case-control study
Cross-sectional study
Ecological study
ecological fallacy
Seasonal Affective Disorder
influenza
case-control study
placebo
medical standard of care
crossover study
longitudinal study
cross-sectional study

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