Statistical Methods / Probabilistic and Statistical Reasoning
Matt Jones
Austin Peay State University
Maynard 236
931/221-7814
jonesmatt@apsu.edu
Unit 1. Descriptive Statistics I: Charts & Graphs, Basic Statistics
4 Measures of Location and Spread 5:19
5 Measures of Location and Spread 8:37
6 Measures of Location and Spread 13:10
Unit 2. Descriptive Statistics II: Association
5 Simple Linear Regression 39:12
Unit 3. Basic Probability
2 Conditional Probability 19:02
4 Total Probability and Bayes's Rule 20:41
Unit 4. Random Variables
3 Bernoullis and Binomials 21:36
Unit 5. The Central Limit Theorem
1 Central Limit Theorem Simulation 14:40
Unit 6. Inferences on One Population Mean
2 Hypothesis Tests for Means 1 20:07
3 Hypothesis Tests for Means 2 17:03
4 Power for a RTT for a Population Mean 9:03
5 Beta and Power Examples 14:44
7 Minimum Sample Size for RTT pop mean, Alpha and Beta 5:46
8 Min Sample Size for Power 5:18
10 t-Intervals and t-Tests 16:51
Unit 7. Inferences on Two Population Means
3 Inferences for Paired Means 13:51
4 Randomization Tests for Differences Between Population Tests 16:33
Old Exams
TI-83/84 Calculator Programs
Here are some codes you may use in your TI calculators for calculating F values, Chi-sq values, and CIs for variance ratios. They appear courtesy of Justin Owens.
PROGRAM:INVF
:Input "NUMERATOR DF: ",N
:Input "DENOM. DF: ",D
:Input "1-ALPHA: ",A
Disp "F: ",solve(Fcdf(0,X,N,D)-A,X,5,{-10^99})
PROGRAM:INVCHI2
:Input "DF: ",D
:Input "1-ALPHA: ",A
:Disp "X2: ",solve(X2cdf(0,X,D)-A,X,1,{-10^99,10^99})
PROGRAM:FINTRVAL
:Input "S1: ",S
:Input "S2: ",T
:Input "F LOW: ",F
:Input "F HIGH: ",G
:Disp "","[",((S2)/(T2)*F),",",(S2)/(T2)*G)
:Disp "]"
Should be important to note that when doing confidence intervals you use reverse degrees of freedom in F1-alpha/2,df2,df1 and Falpha/2,df2,df1 for lower and upper bounds respectively instead of the typical Falpha,df1,df2. or Falpha/2,df1,df2. Just an important thing to keep in mind when using my invF program.
Revised INVF........................................
PROGRAM:INVF
Input "SAMPLE1 SIZE: ",N
Input "SAMPLE2 SIZE: ",D
Input "ALPHA: ",A
Disp "NEED LOW/UPPER?"
Input "YES=1,NO=0: ",Z
If Z=1
Disp "","F LOWER: ",solve(Fcdf(0,X,(D-1),(N-1))-(A/2),X,5,{-10^99,10^00})
If Z=1
Disp "","F LOWER: ",solve(Fcdf(0,X,(D-1),(N-1))​-(1-(A/2)),X,5,{-10^99,10^00})
If Z=0
Disp "","F: ",solve(Fcdf(0,X,(N-1),(D-1))-(1-A),X,5,{-10^99,10^99})
You'll also notice I've changed the parameters from numerator/denominator degrees of freedom to SAMPLE1 SIZE and SAMPLE2 SIZE. This eliminates the confusion when calculating the lower/upper values for F intervals. In this calculation it will swap degrees of freedom appropriately when calculating these values.
Midterm Exam
Review for your exam.
Formula Page and Tables
for Use on Exams
(Coming Soon!!!)
Unit 8. Inferences on Population Variances
1 Sample Variance Behavior 6:55
2 CI for One Population Variance 9:27
3 Hypothesis Test for One Population Variance 11:25
4 Inference for Two Population Variances 14:41
5 CIs for Two Population Variances 12:30
6 Hypothesis Test for Two Variances 4:26
7 Tests for Multiple Variances: Hartley's Fmax Test 16:34
8 Tests for Multiple Variances: Bartlett's Test 4:08
9 Tests for Multiple Variances: Levene's Test 3:00
10 Test for Multiple Variances: A Permutation-Based Test 8:27
Unit 9. Inferences for Multiple Means I
8 ANOVA: Fixed Effects for CRD 8:03
Unit 10. Inferences on Multiple means 2
1 ANOVA: Estimating Model Parameters 10:46
2 ANOVA: Checking Model Adequacy 17:25
4 Nonparametric Alternative: Kruskal-Wallis 12:19
Unit 11. Inferences on Population Proportions
1 Behavior of Sample Proportions 17:17
2 CIs for One Population Proportion 26:52
3 Minimum Required Sample Size for CI 7:18
4 Hypothesis Tests for One Population Proportion 31:50
5 Behavior of Sample Proportion Differences 4:39
6 CIs for Proportion Differences 14:29
7 Hypothesis Tests for Proportion Differences 21:00
8 Randomization Tests and Fisher's Exact Test 14:37
Unit 12. Chi-Square Procedures
Chi-Square Tests for Independence 21:24
Chi-Square Tests for Homogeneity 5:24
Final Exam Review
Formula Page and Tables
for Use on Exams
(Coming Soon!!!)
Remember to participate in the D2L discussions regularly!