Regression Modeling Strategies: With Applications to Linear Models, Logistic Regression, and Survival AnalysisSpringer Science & Business Media, 15 jun 2001 - 568 páginas There are many books that are excellent sources of knowledge about individual stastical tools (survival models, general linear models, etc.), but the art of data analysis is about choosing and using multiple tools. In the words of Chatfield "...students typically know the technical details of regressin for example, but not necessarily when and how to apply it. This argues the need for a better balance in the literature and in statistical teaching between techniques and problem solving strategies." Whether analyzing risk factors, adjusting for biases in observational studies, or developing predictive models, there are common problems that few regression texts address. For example, there are missing data in the majority of datasets one is likely to encounter (other than those used in textbooks!) but most regression texts do not include methods for dealing with such data effectively, and texts on missing data do not cover regression modeling. |
Índice
III | 1 |
IV | 3 |
V | 4 |
VI | 6 |
VIII | 8 |
IX | 11 |
X | 12 |
XI | 13 |
CXXXII | 245 |
CXXXIII | 247 |
CXXXIV | 249 |
CXXXV | 253 |
CXXXVI | 257 |
CXXXVII | 264 |
CXXXVIII | 265 |
CXXXIX | 269 |
XII | 14 |
XIV | 15 |
XV | 16 |
XVI | 18 |
XVII | 19 |
XVIII | 20 |
XIX | 23 |
XX | 24 |
XXI | 26 |
XXIII | 27 |
XXIV | 29 |
XXV | 32 |
XXVI | 34 |
XXVII | 35 |
XXVIII | 36 |
XXIX | 37 |
XXX | 41 |
XXXI | 42 |
XXXII | 43 |
XXXIV | 44 |
XXXV | 47 |
XXXVII | 48 |
XXXVIII | 50 |
XXXIX | 51 |
XL | 53 |
XLI | 56 |
XLIII | 60 |
XLIV | 61 |
XLV | 64 |
XLVI | 66 |
XLVIII | 67 |
XLIX | 69 |
L | 70 |
LI | 72 |
LII | 73 |
LIII | 74 |
LIV | 77 |
LV | 79 |
LVII | 82 |
LVIII | 83 |
LIX | 84 |
LX | 87 |
LXI | 90 |
LXII | 91 |
LXIV | 93 |
LXV | 94 |
LXVI | 97 |
LXVII | 98 |
LXIX | 99 |
LXX | 101 |
LXXI | 105 |
LXXII | 106 |
LXXIII | 107 |
LXXIV | 108 |
LXXV | 119 |
LXXVI | 120 |
LXXVII | 121 |
LXXVIII | 122 |
LXXIX | 127 |
LXXX | 128 |
LXXXI | 131 |
LXXXII | 135 |
LXXXIV | 136 |
LXXXV | 137 |
LXXXVI | 142 |
LXXXVII | 147 |
LXXXVIII | 150 |
LXXXIX | 151 |
XC | 154 |
XCI | 157 |
XCII | 160 |
XCIII | 168 |
XCIV | 169 |
XCV | 170 |
XCVI | 172 |
XCVII | 175 |
XCVIII | 176 |
XCIX | 179 |
C | 183 |
CII | 184 |
CIV | 185 |
CV | 186 |
CVI | 187 |
CVIII | 189 |
CIX | 190 |
CX | 192 |
CXI | 193 |
CXII | 194 |
CXIII | 195 |
CXIV | 202 |
CXV | 203 |
CXVII | 205 |
CXVIII | 206 |
CXIX | 207 |
CXX | 210 |
CXXI | 212 |
CXXII | 215 |
CXXIII | 217 |
CXXIV | 220 |
CXXV | 221 |
CXXVI | 227 |
CXXVII | 228 |
CXXVIII | 229 |
CXXIX | 230 |
CXXXI | 244 |
CXL | 271 |
CXLI | 276 |
CXLII | 285 |
CXLIII | 291 |
CXLIV | 294 |
CXLV | 299 |
CXLVI | 300 |
CXLVII | 305 |
CXLIX | 312 |
CL | 316 |
CLI | 320 |
CLII | 322 |
CLIII | 326 |
CLIV | 331 |
CLV | 332 |
CLVI | 333 |
CLVII | 334 |
CLIX | 335 |
CLXI | 337 |
CLXIII | 338 |
CLXV | 339 |
CLXIX | 340 |
CLXX | 341 |
CLXXII | 342 |
CLXXIV | 345 |
CLXXV | 346 |
CLXXVI | 347 |
CLXXVII | 349 |
CLXXVIII | 351 |
CLXXIX | 352 |
CLXXX | 355 |
CLXXXI | 357 |
CLXXXIII | 359 |
CLXXXIV | 364 |
CLXXXV | 367 |
CLXXXVI | 369 |
CLXXXVII | 371 |
CLXXXIX | 375 |
CXC | 376 |
CXCII | 377 |
CXCIII | 378 |
CXCIV | 379 |
CXCV | 389 |
CXCVI | 391 |
CXCVII | 392 |
CXCVIII | 398 |
CXCIX | 400 |
CC | 403 |
CCI | 404 |
CCIII | 405 |
CCIV | 406 |
CCV | 407 |
CCVII | 408 |
CCVIII | 410 |
CCIX | 411 |
CCX | 413 |
CCXI | 414 |
CCXII | 416 |
CCXIII | 417 |
CCXV | 418 |
CCXVI | 419 |
CCXVII | 421 |
CCXVIII | 422 |
CCXIX | 423 |
CCXX | 426 |
CCXXI | 427 |
CCXXIII | 428 |
CCXXIV | 429 |
CCXXV | 430 |
CCXXVI | 434 |
CCXXVII | 435 |
CCXXX | 436 |
CCXXXII | 441 |
CCXXXIV | 443 |
CCXXXV | 448 |
CCXXXVI | 454 |
CCXXXVIII | 458 |
CCXXXIX | 464 |
CCXL | 465 |
CCXLI | 466 |
CCXLIII | 468 |
CCXLV | 470 |
CCXLVII | 472 |
CCXLVIII | 474 |
CCXLIX | 476 |
CCLI | 477 |
CCLII | 483 |
CCLIII | 489 |
CCLIV | 491 |
CCLV | 492 |
CCLVII | 493 |
CCLIX | 494 |
CCLX | 496 |
CCLXI | 499 |
CCLXII | 506 |
CCLXIII | 509 |
CCLXIV | 513 |
CCLXV | 516 |
CCLXVI | 517 |
CCLXVIII | 519 |
CCLXIX | 522 |
CCLXX | 523 |
527 | |
559 | |
Otras ediciones - Ver todo
Regression Modeling Strategies: With Applications to Linear Models, Logistic ... Frank E. Harrell Vista previa restringida - 2013 |
Regression Modeling Strategies: With Applications to Linear Models, Logistic ... Frank E. Harrell No hay ninguna vista previa disponible - 2010 |
Términos y frases comunes
adjusted analysis anova assess assumptions bootstrap calibration censoring cholesterol cluster computed confidence intervals confidence limits continuous predictors correlation covariance Cox model cross-validation curves dataset degrees of freedom derived distribution dtime effect estimates event example Factor+Higher Order Factors Figure full model hazard function hazard ratio Hmisc interaction intercept Kaplan-Meier Kaplan-Meier estimates knots least squares likelihood function likelihood ratio linear log hazard log likelihood log odds log(T logistic model logistic regression matrix median method missing unique Mean missing values model fit multiple imputation nomogram Nonlinear nonparametric observations obtain odds ratio overfitting parameters patients pclass penalized PH model plot predicted probabilities predicted values quantiles random regression coefficients regression model residuals response variable restricted cubic spline risk S-PLUS sample score Section shrinkage sibsp stratified subjects transcan transformation validate variable selection variance variance-covariance matrix Wald Statistics Wald test Weibull X₁ Xẞ
Pasajes populares
Página 532 - Speroff T, Dawson NV, et al. The effectiveness of right heart catheterization in the initial care of critically ill patients.
Página 531 - Califf RM, Harrell FE Jr. Lee KL, et al: The evolution of medical and surgical therapy for coronary artery disease: A 15year perspective. JAMA 1989:261:2077.
Referencias a este libro
A Handbook of Statistical Analyses Using SPSS Sabine Landau,Brian S. Everitt No hay ninguna vista previa disponible - 2004 |
Vertical Density Representation and Its Applications Marvin Dean Troutt,Wan-Kai Pang,Shui-Hung Hou No hay ninguna vista previa disponible - 2004 |