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Interrupted time series

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416: 38:
refers to the data over the period, while the interruption is the intervention, which is a controlled external influence or set of influences. Effects of the intervention are evaluated by changes in the level and slope of the time series and
62: 457: 211: 170: 344:"Impacts of forest loss on local climate across the conterminous United States: Evidence from satellite time-series observation" 486: 481: 450: 34:
involving tracking a long-term period before and after a point of intervention to assess the intervention's effects. The
119:: impacts of human activities on environmental quality and ecosystem dynamics (e.g., forest logging on local climate). 342:
Li, Yang; Liu, Yanlan; Bohrer, Gil; Cai, Yongyang; Wilson, Aaron; Hu, Tongxi; Wang, Zhihao; Zhao, Kaiguang (2022).
491: 129: 443: 40: 116: 48: 415: 343: 476: 358: 31: 150: 317: 299: 268: 106: 394:"BEAST: A Bayesian Ensemble Algorithm for Change-Point Detection and Time Series Decomposition" 374: 260: 227: 207: 166: 100: 58: 201: 366: 309: 252: 158: 78: 200:
McDowall, David; McCleary, Richard; Meidinger, Errol; Hay, Richard A. Jr. (August 1980).
362: 427: 470: 370: 272: 241:"The minute-scale dynamics of online emotions reveal the effects of affect labeling" 240: 87:: impact of major historical events on the behavior of those affected by the events; 321: 77:: impact of experiments in income maintenance on the behavior of participants in 110: 35: 16:
Method of analysis involving tracking a long-term period around an intervention
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Effectiveness of sex offender registration policies in the United States
313: 84: 288:"Inferring causal impact using Bayesian structural time-series models" 398: 393: 304: 109:: to analyze the effect of "designed market interventions" (e.g., 93:: impact of expressing emotional experiences on online content; 61:: impact of changes in laws on the behavior of people; (e.g., 71:: impact of changes in credit controls on borrowing behavior; 54:
The method is used in various areas of research, such as:
226:
Handbook of Psychology, Research Methods in Psychology,
431: 392:
Li, Yang; Zhao, Kaiguang; Hu, Tongxi; Zhang, Xuesong.
103:is an intervention whose effect are to be studied; 155:Encyclopedia of Statistics in Behavioral Science 51:based on the interrupted time series approach. 149:Ferron, John; Rendina‐Gobioff, Gianna (2005), 451: 8: 458: 444: 303: 141: 28:quasi-experimental time series analysis 195: 193: 191: 189: 187: 7: 412: 410: 14: 414: 351:Science of the Total Environment 203:Interrupted Time Series Analysis 151:"Interrupted Time Series Design" 43:of the intervention parameters. 20:Interrupted time series analysis 371:10.1016/j.scitotenv.2021.149651 286:Brodersen; et al. (2015). 45:Interrupted time series design 1: 430:. You can help Knowledge by 292:Annals of Applied Statistics 239:Bollen; et al. (2019). 157:, American Cancer Society, 508: 409: 257:10.1038/s41562-018-0490-5 163:10.1002/0470013192.bsa312 130:Quasi-experimental design 41:statistical significance 99:: in medical research, 426:-related article is a 245:Nature Human Behaviour 206:. SAGE. pp. 5–6. 117:environmental sciences 26:), sometimes known as 487:Design of experiments 482:Quantitative research 49:design of experiments 32:statistical analysis 363:2022ScTEn.802n9651L 314:10.1214/14-AOAS788 107:marketing research 439: 438: 213:978-0-8039-1493-3 172:978-0-470-01319-9 101:medical treatment 59:political science 30:, is a method of 499: 492:Statistics stubs 460: 453: 446: 418: 411: 404: 403: 389: 383: 382: 348: 339: 333: 332: 330: 328: 307: 283: 277: 276: 236: 230: 224: 218: 217: 197: 182: 181: 180: 179: 146: 79:welfare programs 507: 506: 502: 501: 500: 498: 497: 496: 467: 466: 465: 464: 408: 407: 391: 390: 386: 346: 341: 340: 336: 326: 324: 285: 284: 280: 238: 237: 233: 225: 221: 214: 199: 198: 185: 177: 175: 173: 148: 147: 143: 138: 126: 17: 12: 11: 5: 505: 503: 495: 494: 489: 484: 479: 469: 468: 463: 462: 455: 448: 440: 437: 436: 419: 406: 405: 384: 334: 278: 231: 219: 212: 183: 171: 140: 139: 137: 134: 133: 132: 125: 122: 121: 120: 114: 104: 94: 88: 82: 72: 66: 15: 13: 10: 9: 6: 4: 3: 2: 504: 493: 490: 488: 485: 483: 480: 478: 475: 474: 472: 461: 456: 454: 449: 447: 442: 441: 435: 433: 429: 425: 420: 417: 413: 401: 400: 395: 388: 385: 380: 376: 372: 368: 364: 360: 356: 352: 345: 338: 335: 323: 319: 315: 311: 306: 301: 297: 293: 289: 282: 279: 274: 270: 266: 262: 258: 254: 251:(1): 92–100. 250: 246: 242: 235: 232: 229: 223: 220: 215: 209: 205: 204: 196: 194: 192: 190: 188: 184: 174: 168: 164: 160: 156: 152: 145: 142: 135: 131: 128: 127: 123: 118: 115: 112: 108: 105: 102: 98: 95: 92: 89: 86: 83: 80: 76: 73: 70: 67: 64: 60: 57: 56: 55: 52: 50: 46: 42: 37: 33: 29: 25: 21: 432:expanding it 421: 397: 387: 354: 350: 337: 325:. Retrieved 295: 291: 281: 248: 244: 234: 222: 202: 176:, retrieved 154: 144: 53: 44: 27: 23: 19: 18: 477:Time series 298:: 247–274. 113:) on sales. 111:advertising 36:time series 471:Categories 424:statistics 357:: 149651. 305:1506.00356 178:2020-03-09 136:References 91:psychology 75:sociology 69:economics 379:34525747 327:21 March 273:56399577 265:30932057 124:See also 97:medicine 359:Bibcode 322:2879370 85:history 47:is the 399:GitHub 377:  320:  271:  263:  228:p. 582 210:  169:  422:This 347:(PDF) 318:S2CID 300:arXiv 269:S2CID 428:stub 375:PMID 329:2019 261:PMID 208:ISBN 167:ISBN 367:doi 355:802 310:doi 253:doi 159:doi 24:ITS 473:: 396:. 373:. 365:. 353:. 349:. 316:. 308:. 294:. 290:. 267:. 259:. 247:. 243:. 186:^ 165:, 153:, 459:e 452:t 445:v 434:. 402:. 381:. 369:: 361:: 331:. 312:: 302:: 296:9 275:. 255:: 249:3 216:. 161:: 81:; 65:) 22:(

Index

statistical analysis
time series
statistical significance
design of experiments
political science
Effectiveness of sex offender registration policies in the United States
economics
sociology
welfare programs
history
psychology
medicine
medical treatment
marketing research
advertising
environmental sciences
Quasi-experimental design
"Interrupted Time Series Design"
doi
10.1002/0470013192.bsa312
ISBN
978-0-470-01319-9





Interrupted Time Series Analysis
ISBN
978-0-8039-1493-3

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