University of Illinois at Chicago
College of Business Administration
Department of Information & Decision Sciences
IDS 570
Statistics for Management
Instructor
Prof. Stanley L. Sclove
Text
Moore and McCabe,
Introduction to the Practice of Statistics, 3rd ed.
(
IPS
)
Course Homepage
Organization & Administration
Course Calendar
Syllabus
References
to Textbooks, Optional Recommended Ancillary Materials; Works Cited
Errata to Text
List of Business Examples and Exercises in the Text
UIC MBA Concentration or Specialization in Statistics
DATA
Data for IPS Exercise 1.26
(for Homework A)
Credit Data
Excel workbook
Buy,Gender,Age,Income Data
Excel workbook
Smoking Data
for Correspondence Analysis
Sugar Box Weights
for SPC (for PC Lab #3, 19-Feb.)
Alpha radial tires data
Excel workbook
Assets-Sales-Profits
Excel workbook
Iris data
Excel workbook
Heart Data
Excelworkbook
Bank Wages Data
Excel workbook
Expected Price Data
Excel workbook
Homework
Homework A (IPS Chs 1, 2) -- on Excel spreadsheet
(due 12-Feb.)
Data for IPS Exercise 1.26
Homework B (IPS Chs 3, 4, 5)
(due 26-Feb.)
Homework C (IPS Chs 6, 7, 8)
(due 2-April)
Homework D (IPS Chs 10 and 11)
(due 23-April)
Old Quizzes
Old Quiz 1
Old Quiz 2
Old Quiz 3
Solutions to Old Quiz 3
Old Quiz 4
(Multiple Regression and Time Series)
Recommended video series:
Against All Odds: Inside Statistics
NOTES FOR SOME OF THE LECTURES
8-Jan. (in classroom) Introduction
Preface:
Statistical Thinking (and Why Managers need Statistics)
Chapter 1 - Examining Data: Distributions
Notes
Leftmost Digits
29-Jan. (in classroom) IPS Ch. 3: Producing Data
Using existing data:
Direct Mail Marketing Information Systems:
ClusterAnalysis
and "The Clustering of America"
Surveys: Stratified Sampling
Experiments: Product Development via Conjoint Analysis
HTML
5-Feb. Computer Lab
Surveys: Stratified Sampling
Exercise
:
Instructions
Spreadsheet
Regression
Corn Yield
The "Beta" of Financial Securities Analysis
Allstate stock data
12-Feb.
Meet first in L270 ECSW.
Statistical Aspects of Some Financial Problems
Decision Risk Analysis
Getz Products case:
Expected Monetary Value and Decision Analysis
Spreadsheet
Introductory Notes on Financial Portfolio Analysis
Expected Return and Volatility:
Rates of Return of Two Stocks
Some Aspects of Portfolio Analysis
Spreadsheet
19-Feb.
Meet first in 2417 ECSW.
IPS Ch. 5: From Probability to Inference
Solution to IPS Exercise 5.7
Sec. 5.2 The Sampling Distribution of a Sample Mean
Sec. 5.3 Control Charts
Notes on SPC
Notes on Against All Odds Pgm #18
-- "The Sample Mean and Control Charts"
Notes on PC Lab #3
Sugar Box Weights
for SPC (for PC Lab #3)
Notes
on the VCR program "The Deming of America"
26-Feb.
Meet first in PC Lab.
IPS
Ch. 6: Introduction to Inference
Notes
5-Mar.
Meet first in PC Lab.
IPS
Ch. 7: Inference for Distributions (Omit Sec. 7.3.)
Lab
Notes
12-Mar. Spring Break (no classes)
19-Mar.
Meet first in the PC Lab.
IPS
Ch. 8: Inference for Proportions
Lab
Notes
CART: Classification and Regression Trees
Addendum: CART and AID -- Notes
Diagram-- Alpha Radials case
26-Mar.
Meet first in the PC Lab.
IPS
Ch. 9: Inference for Two-Way Tables
Age-by-Sport
contingency table data
Lab
Correspondence Analysis BiPlot
2-April
Meet first in the PC Lab.
Regression
Lab Sheet on
Data Visualization and Regression
Lab Sheet on
Path Analysis
Bank Wages Data
Excel workbook
Notes
Notes on Path Analysis
Sears, Roebuck Case
9-Apr.
Meet first in the PC Lab.
Time Series / Forecasting
Lab Sheet on
Time Series Analysis
Cement data
Notes on Forecasting
16-Apr.
Meet first in the PC Lab.
Analysis of Variance
Lab Notes
One-Way ANOVA data
Expected Price Data
Excel workbook
MPG data
23-Apr.
Meet first in the PC Lab.
More on Multiple Regression
Estimation in Unbalanced ANOVA Design
Example
(IPS3, Table 2.1, p. 112, Corn Yield, by Planting Density and Year)
Logistic Regression
Lab Notes
Credit Data
Excel workbook
Study Guides
Overview
of the MBA Statistics course
Optional Study Guide: Cobb & Cryer. Electronic Companion to Business Statistics. (CD ROM) Cogito, Inc., San Francisco, 1997. Available in Study Guides section of UIC Bookstore. $29.95.
Created 5 Dec 2000 Updated 22 April 2001