LEADER 04923nam 2200673 450 001 9910808606603321 005 20230808212618.0 010 $a0-8261-1026-6 035 $a(CKB)3710000000513452 035 $a(EBL)4102324 035 $a(SSID)ssj0001569861 035 $a(PQKBManifestationID)16218193 035 $a(PQKBTitleCode)TC0001569861 035 $a(PQKBWorkID)12556886 035 $a(PQKB)10590148 035 $a(MiAaPQ)EBC4102324 035 $a(Au-PeEL)EBL4102324 035 $a(CaPaEBR)ebr11121616 035 $a(CaONFJC)MIL853033 035 $a(OCoLC)930760142 035 $a(EXLCZ)993710000000513452 100 $a20151209h20162016 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aBiostatistics for epidemiology and public health using R /$fBertram K. C. Chan 210 1$aNew York, New York :$cSpringer Publishing Company,$d2016. 210 4$dİ2016 215 $a1 online resource (460 p.) 300 $aDescription based upon print version of record. 311 $a0-8261-1025-8 320 $aIncludes bibliographical references at the end of each chapters and index. 327 $aCover; Title; Copyright; Contents; Preface; Share Biostatistics for Epidemiology and Public Health Using R; Chapter 1: Introduction; 1.1 Medicine, Preventive Medicine, Public Health, and Epidemiology; Medicine; Preventive Medicine and Public Health; Public Health and Epidemiology; Review Questions for Section 1.1; 1.2 Personal Health and Public Health; Personal Health Versus Public Health; Review Questions for Section 1.2; 1.3 Research and Measurements in EPDM and PH; EPDM: The Basic Science of PH; Main Epidemiologic Functions; The Cause of Diseases; Exposure Measurement in Epidemiology 327 $aAdditional IssuesReview Questions for Section 1.3; 1.4 BIOS and EPDM; Review Questions for Section 1.4; References; Chapter 2: Research and Design in Epidemiology and Public Health; Introduction; 2.1 Causation and Association in Epidemiology and Public Health; The Bradford-Hill Criteria for Causation and Association in Epidemiology; Legal Interpretation Using Epidemiology; Disease Occurrence; Review Questions for Section 2.1; 2.2 Causation and Inference in Epidemiology and Public Health; Rothman's Diagrams for Sufficient Causation of Diseases; Causal Inferences; Using the Causal Criteria 327 $aJudging Scientific EvidenceReview Questions for Section 2.2; 2.3 Biostatistical Basis of Inference; Modes of Inference; Levels of Measurement; Frequentist BIOS in EPDM; Confidence Intervals in Epidemiology and Public Health; Bayesian Credible Interval; Review Questions for Section 2.3; 2.4 BIOS in EPDM and PH; Applications of BIOS; BIOS in EPDM and PH; Processing and Analyzing Basic Epidemiologic Data; Analyzing Epidemiologic Data; Using R; Evaluating a Single Measure of Occurrence; Poisson Count (Incidence) and Rate Data; Binomial Risk and Prevalence Data 327 $aEvaluating Two Measures of Occurrence-Comparison of Risk: Risk Ratio and Attributable RiskComparing Two Rate Estimates: Rate Ratio rr; Comparing Two Risk Estimates: Risk Ratio RR and Disease (Morbidity) Odds Ratio DOR; Comparing Two Odds Estimates From Case-Control: The Salk Polio Vaccine Epidemiologic Study; Review Questions for Section 2.4; Exercises for Chapter 2; Using Probability Theory; Disease Symptoms in Clinical Drug Trials; Risks and Odds in Epidemiology; Case-Control Epidemiologic Study; Mortality, Morbidity, and Fertility Rates; Incidence Rates in Case-Cohort Survival Analysis 327 $aPrevalenceMortality Rates; Estimating Sample Sizes; References; Appendix; Chapter 3: Data Analysis Using R Programming; Introduction; 3.1 Data and Data Processing; Data Coding; Data Capture; Data Editing; Imputations; Data Quality; Producing Results; Review Questions for Section 3.1; 3.2 Beginning R; R and Biostatistics; A First Session Using R; The R Environment; Review Questions for Section 3.2; 3.3 R as a Calculator; Mathematical Operations Using R; Assignment of Values in R and Computations Using Vectors and Matrices; Computations in Vectors and Simple Graphics 327 $aUse of Factors in R Programming 606 $aBiometry 606 $aEpidemiology 606 $aProgramming languages (Electronic computers) 606 $aPublic health 606 $aR (Computer program language) 615 0$aBiometry. 615 0$aEpidemiology. 615 0$aProgramming languages (Electronic computers) 615 0$aPublic health. 615 0$aR (Computer program language). 676 $a610.15195 700 $aChan$b B. K. C$g(Bertram Kim-Cheong),$01684832 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910808606603321 996 $aBiostatistics for epidemiology and public health using R$94056507 997 $aUNINA