TAILIEUCHUNG - Ebook Biostatistics: Part 1

(BQ) Part 1 book "Biostatistics" has contents: Event algebra, probability, conditional probability, independent events, random variables, frequently applied probability distributions, random vectors, regression analysis. | BIOSTATISTICS A first course in probability theory and statistics for biologists J´nos Izs´k, Tam´s Pfeil a a a Contents Preface 4 I 7 Probability theory 1 Event algebra Experiments, sample space Events . . . . . . . . . . . Operations on events . . . Event algebra . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8 8 10 11 15 2 Probability Relative frequency, probability . . . . . . . . . Probability space . . . . . . . . . . . . . . . . Classical probability spaces . . . . . . Finite probability spaces . . . . . . . . Geometric probability spaces . . . . . . Some simple statements related to probability . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 17 17 19 19 22 23 25 3 Conditional probability, independent events Conditional probability . . . . . . . . . . . . The product rule . . . . . . . . . . . . . . . The total probability theorem . . . . . . . . Bayes’ theorem . . . . . . . . . . . . . . . . Independent events . . . . . . . . . . . . . . Independent experiments . . . . . . . . . . . Exercises . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 27 27 29 29 31 33 35 37 4 Random variables Random variables . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . The distribution function . . . . . . . . . . . . . . . . . . . . . . . . . . .

• Sinh học
• Event algebra
• Probability theory
• Statistics biologists
• Conditional probability
• Independent events
• Random variables
• Frequently applied probability distributions
• Organelles to Nucleus
• Retrograde Signaling
• Nucleic Acids
• Proteins and Enzymes
• Post Translational
• Nuclear Proteins