Computing Resources for Applied Statistical Methods

Textbook

Linear Regression Supplement   (Work In Progress)

Solutions to Textbook Questions

Datasets Used in Examples

EXCEL Format
1.3   1.4   1.5   1.6  1.7   1.8   1.9   1.10   1.11   1.12   1.13   1.14   1.16
3.4   3.6   3.7
4.2   4.3
5.1   5.2   5.3   5.4   5.5   5.6   5.7   5.8   5.9   5.11    5.12
6.1   6.2   6.3   6.4   6.5
7.1   7.8
8.1   8.2   8.3
9.1   9.3

ASCII Format
Example      Variables (Columns)
1.3                Creatinine Clearance (1-8)
1.4                Smoking Status  (1-8)
1.5                Outcome  (1-8)
1.6                Months  (1-8)
1.7                Treatment (1-8), Outcome (9-16)
1.8                Subject (1-8), Drug ID (9-16), Theoph Clearance (17-24), Drug Name (25-31)
1.9                Wine (1-8), Death (9-16)
1.10              Diagnostic Test (1-8), Gold Standard (9-16)
1.11              Smoking Status (1-8), Lung Cancer (9-16)
1.12              Smoking Status (1-8), Death (9-16), Frequency (17-24)
1.13              Abortion (1-8), Breast Cancer (9-16), Frequency (17-24)
1.14              Treatment (1-8), Outcome (9-16)
1.16              Pair (1-8), Remission (9-16), Placebo (17-24), 6MP (25-32), censor 6MP (33-40)
3.4-5             Group (1-8), AUC (9-16)
3.6                Subject (1-8), SRC (9-16), IRC (17-24)
3.7
Subject (1-8), SRC (9-16), IRC (17-24)
4.2                Group (1-8), Bioavailability (9-16)
4.3                Subject (1-8), High Fat (9-16), Low Fat (17-24)
5.1                Pamidronate (1-8), SKEV (9-16), Pamid reversed (17-24) SKEV reversed (25-32)
5.2                Pipe Smoker (1-8), Lip Cancer (9-16), PS reversed (17-24), LC reverced (25-32)
5.3                Drug Class (1-8), Cancer (9-16), Cancer reversed (17-24)
5.4                Treatment (1-8), Improve (9-16), Trt Reversed (17-24), Imp Reversed (25-32)
5.5                Trt Group (1-8), Death (9-16), Trt reversed (17-24), Death reversed (25-32)
5.6                Self-Report (1-8), Surgical Report (9-16), Self reversed (17-24), Surgical reversed (25-32)
5.7                Age (1-8), Smoke (9-16), Death (17-24), Frequency (25-32), Smoke reversed (33-40), Death reversed (41-48)
5.8                Marital Status (1-8), Cancer (9-16), Cancer reversed (17-24)
5.9                Dose (1-8), Exhaustion (9-16)
5.11              Delivery (1-8), Outcome (9-16)
5.12              Siskel (1-8), Ebert (9-16)
6.1                Treatment (1-8), CD4 (9-16)
6.2                Treatment (1-8), Weight Gain (9-16), TB (17-24), Thalidomide (25-32)
6.3                Subject (1-10), Drug (11-20), Theophylline Clearance (21-30)
6.4                Subject (1-8), Formulation (9-16), Time to max concentration (17-24)
6.5                Ethnicity (1-8), Gender (9-16), Clearance (17-24)
7.1-6             Subject (1-8), Creatinine Clearance (9-16), Single G Clearance (17-24), Multi G Clearance (25-32)
7.8                Drug (1-8), TB (9-16), LNX (17-24), LNY (25-32)
8.1                Dose (1-8), Death (9-16)
8.2                Blood Pressure (1-8), SerumCholesterol (9-16), LOG10BP (17-24) LOG10SC (25-32), # Death (33-40), #Alive (41-48)
8.3                Subject (1-8), RNA Change (9-16), AUC 0-6 (17-24)
9.1-2             Regimen (1-8), Time (9-16), Censor (17-24)
9.3                Pair (1-8), Remission (9-16), Treatment (17-24), Remiss Time (25-32), Censor (33-40)

SPSS Instructions (PowerPoint)

SAS and R Code

1.3         SAS     R
1.4
SAS     R
1.5         SAS     R
1.6         SAS     R
1.7         SAS     R
1.8         SAS     R
1.9         SAS     R
1.10       SAS     R
3.3         SAS     R
3.4-5
SAS     R
3.6         SAS     R
3.7         SAS     R
4.2         SAS     R
4.3
SAS     R
5.1         SAS     R
5.2         SAS     R
5.3         SAS     R
5.4         SAS     R
5.5         SAS     R
5.6         SAS     R
5.7         SAS     R
5.8         SAS     R
5.9-10    SAS     R
5.11       SAS     R
5.12       SAS     R
6.1         SAS     R
6.2         SAS     R
6.3         SAS     R
6.4         SAS     R
6.5         SAS     R
7.1-6      SAS     R
7.8         SAS     R
8.1         SAS     R
8.2         SAS     R
8.3         SAS     R
9.1-2      SAS     R
9.3         SAS     R

Data for Exercises (EXCEL)

Chapter 1   1   3   4   5   6
Chapter 3  14  16  17  20
Chapter 5  23  25  26  27  28  29  30  31  32  33  34
Chapter 6  33  34  36  37  38  40
Chapter 7  42  43
Chapter 8  46  47  48
Chapter 9  49  50