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William S. Cleveland

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388: 398: 373: 95:, time series, statistical modeling, visual perception, environmental science, and seasonal adjustment." Cleveland is credited with defining and naming the field of 81: 80:. Eventually he moved to the Purdue University, where he became Professor of Statistics and Courtesy Professor of Computer Science. In 1982 he was elected as a 149:. "Locally weighted regression: an approach to regression analysis by local fitting." Journal of the American Statistical Association 83.403 (1988): 596–610. 378: 72:, where he was staff member of the Statistics Research Department and Department Head for 12 years. While at Bell Labs, he helped to develop the 206: 383: 393: 403: 196: 169:
Armitage, Peter, Geoffrey Berry, and John NS Matthews. Statistical methods in medical research. John Wiley & Sons, 2008.
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Cleveland, William S., Eric Grosse, and William M. Shyu. "Local regression models." Statistical models in S (1992): 309–376.
348: 77: 38: 29:(born 1943) is an American computer scientist and Professor of Statistics and Professor of Computer Science at 368: 73: 46: 62: 57:
Cleveland obtained his AB in Mathematics mid 1960s from Princeton University, where he graduated under
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Graphical perception: Theory, experimentation, and application to the development of graphical methods
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William S. Cleveland, Shanti S. Gupta Professor of Statistics, Courtesy Professor of Computer Science
128: 61:. For his PhD studies in Statistics he moved to Yale University, where he graduated in 1969 under 34: 306: 202: 135: 30: 344: 296: 234: 88: 42: 301: 284: 146: 323: 58: 20: 87:
His research interests are in the fields of "data visualization, computer networking,
357: 96: 92: 258: 310: 270: 69: 221: 131:." Journal of the American statistical association 74.368 (1979): 829–836. 195:
Berry, Kenneth J.; Johnston, Janis E.; Jr, Paul W. Mielke (2014-04-11).
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A Chronicle of Permutation Statistical Methods: 1920–2000, and Beyond
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Robust locally weighted regression and smoothing scatterplots
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Monterey, CA: Wadsworth Advanced Books and Software, 1985.
201:. Springer Science & Business Media. p. 207. 45:. He is remembered as one of the developers of the 389:Yale Graduate School of Arts and Sciences alumni 399:Fellows of the American Statistical Association 140:Journal of the American statistical association 82:Fellow of the American Statistical Association 8: 285:"The Challenge of Big Data and Data Science" 182:Springer Science & Business Media, 2002. 178:Venables, William N., and Brian D. Ripley. 134:Cleveland, William S., and Robert McGill. " 273:, at stat.purdue.edu. Accessed 10-04-2015. 224:, at stat.purdue.edu. Accessed 10-04-2015. 300: 162: 374:Human–computer interaction researchers 99:, which he did in a 2001 publication. 68:After graduation Cleveland started at 302:10.1146/annurev-polisci-090216-023229 7: 190: 188: 289:Annual Review of Political Science 16:American data-visualization expert 14: 379:Information visualization experts 239:The Mathematics Genealogy Project 180:Modern applied statistics with S. 283:Brady, Henry E. (2019-05-11). 259:View/Search Fellows of the ASA 110:The elements of graphing data. 1: 349:Mathematics Genealogy Project 235:"William Swain Cleveland, II" 384:Princeton University alumni 145:Cleveland, William S., and 420: 27:William Swain Cleveland II 18: 394:Purdue University faculty 326:, Google scholar profile. 271:William S. Cleveland: Bio 222:William S. Cleveland, CV 39:nonparametric regression 33:, known for his work on 19:Not to be confused with 404:Scientists at Bell Labs 142:79.387 (1984): 531–554. 127:Cleveland, William S. " 123:Articles, a selection: 261:, accessed 2016-10-15. 115:Cleveland, William S. 108:Cleveland, William S. 74:S programming language 47:S programming language 103:Selected publications 63:Leonard Jimmie Savage 324:William S. Cleveland 119:Hobart Press, 1993. 37:, particularly on 35:data visualization 345:William Cleveland 208:978-3-319-02744-9 117:Visualizing data. 76:, a precursor to 31:Purdue University 411: 327: 321: 315: 314: 304: 280: 274: 268: 262: 256: 250: 249: 247: 245: 231: 225: 219: 213: 212: 192: 183: 176: 170: 167: 89:machine learning 43:local regression 419: 418: 414: 413: 412: 410: 409: 408: 354: 353: 336: 331: 330: 322: 318: 282: 281: 277: 269: 265: 257: 253: 243: 241: 233: 232: 228: 220: 216: 209: 194: 193: 186: 177: 173: 168: 164: 159: 147:Susan J. Devlin 105: 55: 24: 17: 12: 11: 5: 417: 415: 407: 406: 401: 396: 391: 386: 381: 376: 371: 366: 356: 355: 352: 351: 342: 335: 334:External links 332: 329: 328: 316: 295:(1): 297–323. 275: 263: 251: 226: 214: 207: 184: 171: 161: 160: 158: 155: 154: 153: 150: 143: 132: 121: 120: 113: 104: 101: 59:William Feller 54: 51: 21:Bill Cleveland 15: 13: 10: 9: 6: 4: 3: 2: 416: 405: 402: 400: 397: 395: 392: 390: 387: 385: 382: 380: 377: 375: 372: 370: 369:Living people 367: 365: 362: 361: 359: 350: 346: 343: 341: 338: 337: 333: 325: 320: 317: 312: 308: 303: 298: 294: 290: 286: 279: 276: 272: 267: 264: 260: 255: 252: 240: 236: 230: 227: 223: 218: 215: 210: 204: 200: 199: 191: 189: 185: 181: 175: 172: 166: 163: 156: 151: 148: 144: 141: 137: 133: 130: 126: 125: 124: 118: 114: 111: 107: 106: 102: 100: 98: 94: 90: 85: 83: 79: 75: 71: 66: 64: 60: 52: 50: 48: 44: 40: 36: 32: 28: 22: 319: 292: 288: 278: 266: 254: 242:. Retrieved 238: 229: 217: 197: 179: 174: 165: 139: 122: 116: 109: 97:data science 86: 67: 56: 26: 25: 364:1943 births 93:data mining 358:Categories 157:References 311:1094-2939 70:Bell Labs 53:Biography 347:at the 309:  244:2 July 205:  307:ISSN 246:2022 203:ISBN 41:and 297:doi 138:." 360:: 305:. 293:22 291:. 287:. 237:. 187:^ 91:, 84:. 65:. 49:. 313:. 299:: 248:. 211:. 78:R 23:.

Index

Bill Cleveland
Purdue University
data visualization
nonparametric regression
local regression
S programming language
William Feller
Leonard Jimmie Savage
Bell Labs
S programming language
R
Fellow of the American Statistical Association
machine learning
data mining
data science
Robust locally weighted regression and smoothing scatterplots
Graphical perception: Theory, experimentation, and application to the development of graphical methods
Susan J. Devlin


A Chronicle of Permutation Statistical Methods: 1920–2000, and Beyond
ISBN
978-3-319-02744-9
William S. Cleveland, CV
"William Swain Cleveland, II"
View/Search Fellows of the ASA
William S. Cleveland: Bio
"The Challenge of Big Data and Data Science"
doi
10.1146/annurev-polisci-090216-023229

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