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Charles C. Holt

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organizations and in modeling their behavior. The four developed control methods and applied them to microeconomics by computing variables for production, inventories and the labor force in a firm. Their solutions were in the form of linear decision rules where production, for example, at a point in time was made a linear function of past inventory levels. The four were eager not only to develop the theory and mathematics of this subject but also to demonstrate how their ideas could be put to work in an actual enterprise. So they searched around in
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background at M.I.T. Franco Modigliani had worked on consumption and production smoothing. Jack Muth, with an undergraduate degree in industrial engineering and was interested in applying engineering methods in economics. Herb Simon was dedicated to determining how managers actually made decisions in
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in the 1950s and set out to develop quantitative and computerized decision methods for business and industry. Holt further claims that, "ooking back, all members of the team would likely agree that their GSIA years were among the most interesting and exciting of their careers."
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until they found a paint factory that was willing to supply them data. The result was one of the earliest uses of control methods in economics, namely Holt, Modigliani, Muth and Simon (1960).
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All of these developments with optimal linear decision rules can be thought of today as optimal feedback rules which are computed using dynamic programming methods on
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In his paper from 2002, Charles C. Holt describes how a young but very distinguished-to-be group of economists (himself,
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After the completion of the paint-factory work, Holt (1962) turned his attention to the use of linear decision rules in
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Holt, Charles C. (2004). "Forecasting seasonals and trends by exponentially weighted moving averages".
80: 20: 207: 27:. He is well known for his contributions (and for the contributions of his student, Peter Winters) to 268: 93: 256:(Fall 2010). "The Holt-Winters Approach to Exponential Smoothing: 50 Years Old and Going Strong". 263: 52: 28: 327: 297: 8: 32: 154:
Holt, Charles C. (1962). "Linear Decision Rules for Economic Stabilization and Growth".
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Carnegie Institute of Technology, Pittsburgh Office of Naval Research memorandum no. 52.
273: 171: 104: 19:(21 May 1921 – 13 December 2010) was Professor at the Department of Management at the 231: 64: 36: 277: 227: 199: 163: 127: 72: 116: 203: 44: 146:
Charles C. Holt, Franco Modigliani, John F. Muth and Herbert A. Simon (1960),
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Forecasting Trends and Seasonals by Exponentially Weighted Averages,
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Foresight: The International Journal of Applied Forecasting
48: 150:, Prentice-Hall, Inc., Englewood Cliffs, New Jersey. 289: 148:Planning Production, Inventories, and Work Force 308:Massachusetts Institute of Technology alumni 77:Graduate School of Industrial Administration 267: 133: 252: 290: 103:models. He developed a model that was 41:Massachusetts Institute of Technology 220:International Journal of Forecasting 217: 182: 153: 111:in the systems equations to analyze 13: 333:Fellows of the Econometric Society 323:McCombs School of Business faculty 318:Carnegie Mellon University faculty 156:The Quarterly Journal of Economics 14: 344: 232:10.1016/j.ijforecast.2003.09.015 246: 107:in the criterion function and 1: 25:University of Texas at Austin 313:University of Chicago alumni 7: 10: 349: 204:10.1287/opre.50.1.96.17779 81:Carnegie Mellon University 43:(1944). He later earned a 21:McCombs School of Business 183:Holt, Charles C. (2002). 239: 139:Charles C. Holt (1957), 75:) came together at the 58: 87:Holt had come from an 134:Selected publications 53:University of Chicago 29:exponential smoothing 303:American economists 192:Operations Research 126:systems that yield 128:Riccati equations 65:Franco Modigliani 39:degrees from the 340: 282: 281: 271: 250: 235: 214: 212: 206:. Archived from 189: 179: 124:linear-quadratic 73:Herbert A. Simon 51:(1955) from the 348: 347: 343: 342: 341: 339: 338: 337: 288: 287: 286: 285: 269:10.1.1.401.2999 251: 247: 242: 210: 187: 168:10.2307/1891129 136: 117:monetary policy 61: 17:Charles C. Holt 12: 11: 5: 346: 336: 335: 330: 325: 320: 315: 310: 305: 300: 284: 283: 244: 243: 241: 238: 237: 236: 215: 213:on 2011-05-16. 180: 151: 144: 135: 132: 60: 57: 9: 6: 4: 3: 2: 345: 334: 331: 329: 326: 324: 321: 319: 316: 314: 311: 309: 306: 304: 301: 299: 296: 295: 293: 279: 275: 270: 265: 262:(19): 30–33. 261: 260: 255: 254:Goodwin, Paul 249: 245: 233: 229: 225: 221: 216: 209: 205: 201: 197: 193: 186: 181: 177: 173: 169: 165: 161: 157: 152: 149: 145: 142: 138: 137: 131: 129: 125: 120: 118: 114: 110: 106: 102: 101:macroeconomic 97: 95: 90: 85: 82: 78: 74: 70: 66: 56: 54: 50: 47:(1950) and a 46: 42: 38: 34: 30: 26: 22: 18: 257: 248: 223: 219: 208:the original 195: 191: 162:(1): 20–45. 159: 155: 147: 140: 121: 98: 86: 62: 31:. Holt held 16: 15: 328:1921 births 298:2010 deaths 89:engineering 292:Categories 94:Pittsburgh 79:(GSIA) at 264:CiteSeerX 198:: 96–99. 105:quadratic 69:John Muth 278:62722992 226:: 5–10. 176:1891129 23:at the 276:  266:  174:  113:fiscal 109:linear 274:S2CID 240:Notes 211:(PDF) 188:(PDF) 172:JSTOR 115:and 71:and 59:GSIA 35:and 228:doi 200:doi 164:doi 49:PhD 294:: 272:. 224:20 222:. 196:50 194:. 190:. 170:. 160:76 158:. 119:. 67:, 55:. 45:MA 37:MS 33:BS 280:. 234:. 230:: 202:: 178:. 166::

Index

McCombs School of Business
University of Texas at Austin
exponential smoothing
BS
MS
Massachusetts Institute of Technology
MA
PhD
University of Chicago
Franco Modigliani
John Muth
Herbert A. Simon
Graduate School of Industrial Administration
Carnegie Mellon University
engineering
Pittsburgh
macroeconomic
quadratic
linear
fiscal
monetary policy
linear-quadratic
Riccati equations
doi
10.2307/1891129
JSTOR
1891129
"Learning How to Plan Production, Inventories, and Work Force"
doi
10.1287/opre.50.1.96.17779

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