Apiradee Lim's home page


��.��.���ô� ������ (Assist. Prof. Dr. Apiradee Lim)

�Ҥ�ԪҤ�Ե��ʵ������Է�ҡ�ä��������� ����Է����ʵ�����෤����� ����Է�����ʧ��ҹ��Թ��� �Է��ࢵ�ѵ�ҹ�

Department of Mathematics and Computer Science, Faculty of Science and Technology, Prince of Songkla University, Pattani Campus, Thailand


Books

Chapters Details Datasets R commands
1 ������ R (Introduction to R)
2 �Ҿ���ʶԵ� (Overview of statististics)
3 ��ù��ʹ͢����Ŵ��¡�ҿ (Graphic Presentation of Data) (1) dexabia.csv (2) bps.csv   (3) filaria.csv          (4) plant.csv          (5) albumin.csv
4 ��èѴ��â����� (Data manipulate) (1) vct.csv        (2) fev.csv     (3) mhrc.csv
5 �����ػ������ (Data summary)
6 ���ᨡᨧ�ҧʶԵ� (Distribution) GraphChapter6.txt
7 ʶԵ���ҧ�ԧ (Inferential statistics) (1) albumin.csv  (2) fev.csv    (3) vct.csv Chapter7Fig7-4.txt Chapter7Fig7-5.txt Chapter7Fig7-6.txt Chapter7Fig7-7.txt Chapter7Fig7-8.txt Chapter7Fig7-9.txt
8 ���������������û�ǹ (Analysis of Variance) (1) bps.csv         (2) vas.csv    (3) microwave.csv (4) mosquito.csv GraphChapter8.txt
9 ��ö�����ԧ������ҧ���� (Simple linear regression) (1) ahi.csv         (2) abdfat.csv  (3) pcbf.csv        (4) hworm.csv        (5) inhibition.csv
10 ��ö�����ԧ��鹾�ؤٳ (Multiple linear regression) (1) kkswam.csv (2) hushelp.csv   (3) catch.csv
11 ���������������š���� I (Categorical data analysis I) (1) nicotine.csv  (2) hypogly.csv   (3) vctlab.csv
12 ���������������š���� II (Categorical data analysis II) (1) tsunami.dta   (2) hypo.dta
13 ��ö�����Ũ�ʵԡ���ҧ���� (Simple logistic regression) (1) parasite.csv   (2) tsunami.dta   (3) transacc.csv
14 ��ö�����Ũ�ʵԡ��ؤٳ (Multiple logistic regression) (1) tusnami.dta   (2) twins.csv   (3) los.csv
Chapters Details Datasets R commands
1 ���Ẻ��ö�����ԧ��鹾�� (Multiple linear regression) trigly.csv  salary.csv  intext.csv
2 ����ԹԨ��µ��Ẻ�ԧ��� (Linear regression diagnostics)
3 ���Ẻ��ö�����Ũ�ʵԡ�ԧ��� (Multiple logistics regression) drug.csv
4 ����ԹԨ��µ��Ẻ�Ũ�ʵԡ (Logistic regression diagnostics)
5 ���Ẻ��ǫ� (Poisson regression) tb.csv
6 ��������������ʹ�վ (Survival analysis) cancer.dta
Chapters Details Datasets R commands
1 ��ѡ���ͧ�鹢ͧ����͡Ẻ��÷��ͧ (Basic Concepts of Experimental Designs)
2 Ἱ��÷��ͧẺ��������ó� (Completely Randomize Design: CRD)
3 Ἱ��÷��ͧẺ����㹺��͡����ó� (Randomized Complete Block Design: RCBD)
4 ἹẺ��÷��ͧ�������еԹ (Latin Squares Design: LSD)
5 ����÷��ͧẺῡ�������� CRD �ó��ͧ�Ѩ��� (Factorial experimental for two factors)
6 ��÷��ͧῤ�������� CRD �ó� 3 �Ѩ���
7 ��÷��ͧῤ�������� RCBD
8 ��÷��ͧẺʻ�Ե���͵ (Split plot design)
9 ���������������û�ǹ���� (Analysis of covariance: ANCOVA)

Teaching

Chapters Details Datasets Materials
1 ��Ъҡ���ʵ�� (Demography) (1) wk1.xls
2 ���觢����Ż�Ъҡ� (Population data sources)
3 ͧ���Сͺ��Ъҡ� (Population composition) (1) censuspop.csv    (2) pop_south.csv    (3) popsouth2000.csv
4 �������¹�ŧ�ҧ��Ъҡ� (Population dynamics) (1) popdent.csv   (2) popsouth.csv   (3) dynamicp.csv   (4) dynamicpopThai.csv   (5) worldpopage.csv
5 ������ԭ�ѹ��� (Fertility) (1) fertility.csv
6 ���С�õ�� (Mortality) (1) death.csv   (2) deathsouth.csv   (3) direct.csv   (4) indirect.csv   (5) popyear.csv
7 ������¶�� (Migration) (1) GlobalMigrant.csv   (2) Migration.csv   (3) thaipop2549.csv
8 ���ҧ�վ (Life table) (1) lifetable_south.xls
9 �Ѫ�ջ��آ�Ҿ����٭���»�Ѻ���¤��������ͧ��ҹ�آ�Ҿ (Disability Adjusted Life Years: DALYs) (1) daly.xls.csv   (2) DALYtemplate.xls   (3) diarheaCa.xls   (4) lifetable_south.xls.csv   (5) lifetable.csv
10 ��û���ҳ��һ�Ъҡ���С�é���Ҿ��Ъҡ� (Population projections) (1) projection.xls
11 ��º�·ҧ��Ъҡ���ʵ�� ( Population policies)
Chapters Details Datasets Materials
1 Overview of stistics
2 Introduction to R
3 Fundamental statistical concepts
4 Examining distributions (1) babies.csv
5 Confidence intervals for the mean and proportion (1) fluoride.csv
6 Hypothesis testing
7 Analysis of Variance (ANOVA) (1) hsb2.dta
8 Correlation and simple linear regression
9 Categorical data analysis
10 Logistic regression (1) chd.txt   (2) chdint.txt   (3) neo.txt
Examination Examination data drug.csv
Chapters Details Datasets Materials
1 ��ö�����ԧ��鹵ç (Linear regression) (1) trigly.csv   (2) salary.csv   (3) intexp.csv   (4) alka.txt   (5) export.txt   (6) movie.txt
2 ����ԹԨ��µ��Ẻ�ԧ��� (Linear regression diagnostics) (1) crime.csv
3 ���Ẻ��ö�����Ũ�ʵԡ�ԧ��� (Multiple logistics regression) (1) babies1.dta
4 ����ԹԨ��µ��Ẻ�Ũ�ʵԡ (Logistic logistics regression) (1) bliss.csv
5 ���Ẻ��ǫ� (Poisson regression) (2) murrel.csv   (2) tb.csv
6 ��������������ʹ�վ (Survival analysis) (2) cancer.dta
Chapters Details Datasets Materials
1 Ἱ��÷��ͧẺ������ʹ (Randomized Completely Design) crd.pdf1
2 ��÷��ͺ�ԧ��ؤٳ (Multiple comparison) crd1.pdf
3 Ἱ��÷��ͧẺ������ʹ㹺��ͤ (Randomized Complete Block Design: RCBD) rcbdn1.pdf
4 ἹẺ��÷��ͧ�������еԹ (Latin Squares Design: LSD) latin1.pdf
5 ��û���ҳ����٭��� (Imputation)
6 ��÷��ͧẺῤ������� (Factorial experimental) factorial1.pdf
7 ��÷��ͧῤ�������� RCBD �ó� 2 �Ѩ��� factorialRCBD1.pdf
8 ��÷��ͧῤ��������CRD �ó� 3�Ѩ��� factorial3tr1.pdf
9 ��÷��ͧʻ�Ե��͵ (Split plot) splitplotcrd1.pdf
10 ���������������û�ǹ����(Analysis of covariance: ANCOVA) ancova1.pdf
Chapters Details Datasets Materials
5 �ѧ��ѹ������Ҩ�����Ф���˹��蹢ͧ�ͧ����� (Joint probability and density function of two random variables)
6 �ѧ��ѹ���ᨡᨧ�����ͧ�ͧ��������� (Joint distribution function of two random variables)
7 ���ᨡᨧ������Ҩ���Ẻ�����͹� (Conditional probability distribution)
8 ���ᨡᨧ������Ҩ���Ẻ�����͹� (Conditional probability distribution)
9 ��Ҥ����Ҵ��ѧ��Ф����û�ǹ (Expectation and Variance)
10 ������� (Moments)
11 �ѧ��ѹ���������������пѧ��ѹ�ѡɳ� (Moment Generating function and Characteristic function)
12 ������઺���઺ (Chebyshev�s Inequality)
13 ���ӹǹ�ҡ (Law of Large Numbers)
14 ��ɯդ�ҨӡѴ�����ǹ��ҧ (Central Limit Theorem)
Chapters Details Datasets Materials
1 ���������������š���� (Categorical data analysis)
2 ����Ѵ�дѺ��������ѹ�� (Measure of strength of association)
3 ��ö�����Ũ�ʵԡ (Logistic regression)
4 ��ö�����Ũ�ʵԡ��ؤٳ (Multiple logistic regression)
Chapters Details Datasets Materials
1 Introduction to reserch design
2 Sampling technique
3 Error and bias
4 Sample size calculation
5 Descriptive study
6 Cross-sectional study
7 Case-control study
8 Cohort study

Cirriculum vitae