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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
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035 _a(OCoLC)930760142
035 _a(EXLCZ)993710000000513452
040 _aMiAaPQ
_beng
_erda
_epn
_cAMIU
_dMiAaPQ
041 _aeng
050 4 _aQH323.5
_b.C436 2016
082 0 _a610.15195
_223
100 1 _aChan, B. K. C.
_q(Bertram Kim-Cheong),
_eauthor.
245 1 0 _aBiostatistics for epidemiology and public health using R /
_cBertram K. C. Chan.
264 1 _aNew York, New York :
_bSpringer Publishing Company,
_c2016.
264 4 _c©2016
300 _a1 online resource (460 p.)
336 _atext
_btxt
337 _acomputer
_bc
338 _aonline resource
_bcr
500 _aDescription based upon print version of record.
504 _aIncludes bibliographical references at the end of each chapters and index.
505 0 _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
505 8 _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
505 8 _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
505 8 _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
505 8 _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
505 8 _aUse of Factors in R Programming
546 _aEnglish
583 _aCataloging Notes:
_c20240131
_kSTAMIU-0199STAMIU-0199
588 _aDescription based on print version record.
650 0 _aBiometry.
650 0 _aEpidemiology.
650 0 _aProgramming languages (Electronic computers)
650 0 _aPublic health.
650 0 _aR (Computer program language).
776 _z0-8261-1025-8
856 _uhttps://ebookcentral.proquest.com/lib/amref/detail.action?docID=4102324&query
_zAccess Online
906 _aBOOK
942 _2lcc
_cEBK
_n0
999 _c19759
_d19759