生統課程大綱
Chapter 1 Introduction
Chapter outline
General objectives
Biostatistics development
Descriptive vs inferential
Populations and samples
Frequency distribution
Chapter 2 Types of biological data
Data on a nominal scale
Data on an ordinal scale
Data on an interval scale
Data on a ratio scale
Chapter 3 Description statistics
Measure of central tendency
- arithmetic mean
- median
- mode
- quartile
- other—geometric mean
Measure of dispersion
- range
- mean deviation
- variance
- standard deviation
- coefficient of variation
Chapter 4 The normal distribution
Introduction—symmetry and kurtosis
Proportions of a normal distribution
The distribution of means
Chapter 5 The sampling distribution of the sample mean
Sampling error
The mean and standard deviation of sample mean
The sampling distribution of the sample mean
The sampling distribution of the difference between two
sample means for one population mean
Chapter 6 Hypothesis test for one population mean
The nature of hypothesis testing
Terms, errors and hypothesis
- type one error
- type two error
Power
One-tailed vs two-tailed test
Confidence limit for the population mean
Confidence limit for the population variance
Chapter 7 Group comparison t-test and paired t-test
Group comparison t-test
Confidence limits for means
Sample size
Paired sample t-test
Confidence limit for the population mean difference
MID TERM EXAM I
Chapter 8 Chi-square procedures
The Chi-square distribution
Chi-square goodness-of-fit test
Contingency tables
Chapter 9 Principles of experimental design
Experimental units and treatment
Experimental error and treatment
Error control
Chapter 10 Analysis of variance I: The one-way classification
Introduction
The completely random design
The linear additive model
Assumptions of analysis of variance
Chapter 11 Multiple comparisons
Introduction
The least significant difference (L.S.D)
Turkey procedure
Student-Newman-Keuls test
Dunkan’s new multiple-range test
Scheffe’s test
Choice
Chapter 12 Analysis of variance II: Multiway classification
The randomized complete block design
Linear models and the analysis of variance
Double grouping: Latin squares
Analysis of variance of the Latin squares
MID TERM EXAM IIm
Chapter 13 Analysis of variance III: Factorial experiments
Classification
Introduction
Factorial experiments
Linear model for factorial experiments
Chapter 14 Analysis of variance IV: Split-plot design
Introduction
Split-plot designs
Linear models and analysis of variance
Chapter 15 Simple linear regression and linear correlation
Introduction
The simple linear regression equation
Testing the significance of a regression
Confidence intervals for regression coefficient
Linear correlation
Testing the significant of a correlation
The coefficient of determination
FINAL EXAM
--
kanasai
--
※ 發信站: 批踢踢實業坊(ptt.cc)
◆ From: 140.112.228.231
※ 編輯: ckath 來自: 140.112.228.231 (10/20 20:04)
推
140.112.242.34 10/21, , 1F
140.112.242.34 10/21, 1F
推
140.112.251.84 10/21, , 2F
140.112.251.84 10/21, 2F
推
140.112.251.204 10/21, , 3F
140.112.251.204 10/21, 3F
推
61.229.154.176 10/22, , 4F
61.229.154.176 10/22, 4F
推
140.112.242.34 10/22, , 5F
140.112.242.34 10/22, 5F