Biological Computing II (C2)

 

Semester: 2007 2nd Semester, TIGP-BP
Place: Institute of Information Science, Academia Sinica, New Building, Rm. 107
Time: Thursday Mornings , 9:00- 12:00 AM
Topic:
References :

1. Statistics (3rd ed.). Freedman, Pisani, and Purves. Published by Norton.

2. Probability. Pitman. Published by Springer.

3. Stat Labs. Mathematical Statistics Through Applications. Nolan and Speed. Published by Springer.

4. Primer in Biostatistics (5th ed.). Glantz.

5. Statistical Methods in Bioinformatics. Ewens and Grant. Published by Springer.

 

Week

Date

Topics

Lecturers

Slides

Online

Others

1

2007/03/01

Discrete probability

Hsin-Chou Yang

 

2

2007/03/08

Continuous probability and Statistics

Hsin-Chou Yang

 

 

3

2007/03/15

Histograms, average, median, s.d., etc

Chun-Houh Chen

      

   

 

4

2007/03/22

Sampling

Hung Chen

 

5

2007/03/29

Sampling mean and var.(computations)  @Rm.106

 

Cheng-An Tsai

 

 

6

2007/04/10   

(Tue.)2-5pm

Informal hypothesis testing

Cheng-An Tsai

   

 

7

2007/04/12

Joint distributions

Cheng-An Tsai

 

8

2007/04/19

Review week

 

 

 

 

9

2007/04/26

Midterm Exam

 

 

 

 

10

2007/05/03

Regression I

Hsin-Sheng Yuan

 

 

11

2007/05/10

Regression II

Hsin-Sheng Yuan

 

 

12

2007/05/17

Regression III+ANOVA

Hsin-Sheng Yuan

 

 

13

2007/05/24

 

Entropy and information

 

Hsin-Sheng Yuan

 

 

14

2007/05/31

Likelihoods, L.-Ratios, Hypo. Testing, Neyman-Pearson Lemma

Henghsiu Tsai

 

 

 

15

2007/06/07

Maximum likelihood estimation (MLE)

 

Henghsiu Tsai

 

 

 

 

16

2007/06/14

MLE, Goodness-of-fit

Henghsiu Tsai

 

 

 

17

2007/06/21

Review week

 

 

 

 

18

2007/06/28

Final Exam