Descripción del título
Logistic regression : a pri...
"Pampel's book offers readers the first "nuts and bolts" approach to doing logistic regression through the use of careful explanations and worked out examples. Pampel first offers readers a review of some basic concepts, such as exponents, percentage change, and likelihood functions. Next, he describes in some detail how taking the log of the odds eliminates the floor so that the transformation of logistic regression coefficients into coefficients that effect odds and probabilities makes more sense to readers. And, third, he describes maximum likelihood estimation through words and simple samples (along side of the formulas) so as to make the concept more concrete and the procedure easier to comprehend. Throughout the book, he emphasizes examples, explanations, and how to interpret the results of each procedure. This book will enable readers to use and understand logistic regression techniques and will serve as a foundation for more advanced treatments of the topic."--Pub. desc
Monografía
monografia Rebiun16321053 https://catalogo.rebiun.org/rebiun/record/Rebiun16321053 000110s2000 caua b 001 0 eng GBA063772 bnb 0761920102 pbk. : alk. paper) 9780761920106 pbk. : alk. paper) AU@ 000021290673 AU@ 000021892015 AU@ 000049034856 HEBIS 094391165 HR0 0761920102 NZ1 5490692 YDXCP 100220058 ZWZ 055427286 CIS0026214 UPNA0203076 UOV1034405 UR0200298 UCAR 991000577849704213 UAM 991004586269704211 UIB 44737131 CBUC 991001474389706706 DLC. eng. DLC. UKM. LVB. BAKER. NLGGC. BTCTA. YDXCP. ZWZ. OHS. OCLCO. LHU. OCLCF. OCLCQ. OCLCO. KLH 519.5/36 21 70.03 bcl Pampel, Fred C. Logistic regression a primer Fred C. Pampel Thousand Oaks, Calif. Sage Publications 2000 Thousand Oaks, Calif. Thousand Oaks, Calif. Sage Publications vii, 85 pages illustrations 22 cm vii, 85 pages Sage university papers series. Quantitative applications in the social sciences no. 07-132 Includes bibliographical references (pages 83-84) and index The logic of logistic regression -- Interpreting logistic regression coefficients -- Estimation and model fit -- Probit analysis -- Conclusion "Pampel's book offers readers the first "nuts and bolts" approach to doing logistic regression through the use of careful explanations and worked out examples. Pampel first offers readers a review of some basic concepts, such as exponents, percentage change, and likelihood functions. Next, he describes in some detail how taking the log of the odds eliminates the floor so that the transformation of logistic regression coefficients into coefficients that effect odds and probabilities makes more sense to readers. And, third, he describes maximum likelihood estimation through words and simple samples (along side of the formulas) so as to make the concept more concrete and the procedure easier to comprehend. Throughout the book, he emphasizes examples, explanations, and how to interpret the results of each procedure. This book will enable readers to use and understand logistic regression techniques and will serve as a foundation for more advanced treatments of the topic."--Pub. desc Logistic regression analysis Régression logistique Logistic regression analysis. fast Regressieanalyse. gtt Logits. gtt Analyse de régression. ram Logistic Models Regression Analysis Quantitative applications in the social sciences no. 07-132