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TAPE SERIES

Tape

Topic Length

Tape

Topic Length

1

Basic Statistics

90 min. 6 Statistical Inference 45 min.
2

Control Charts

90 min. Hypothesis Testing I 45 min.
3 Probability 45 min. 7 Hypothesis Testing II 45 min.
Reliability 45 min. ANOVA 45 min.

4

Discrete Distributions

90 min.

8

Regression 45 min.

5

Sampling 90 min. Experimental Design 45 min.

STAT GUIDE TEXT

Basic Quality Statistics

Measures of Central

   Tendency

Measures of Dispersion

Effect of Coding Inspection Data

Effect of Rounding Inspection Data

Normal Distribution

Central Limit Theorem

Process Capability

Applications

Review Questions

Control Charts

Shewhart Control Charts

X and R Charts

Development of Control Limits

Control Chart for Individuals

p Charts

c Charts

np Charts

u Charts

Moving Average Control Charts

Moving Range Control Charts

Review Questions

Probability & Reliability

Classical Probability Definition

Axioms

Addition Theorem

Multiplication Theorem

Conditional Probability

Combinations

Permutations

Classical Reliability Definition

Failure Rate

MTBF, MTTF, MTTR

Series Systems

Parallel Systems

Review Questions

Discrete Distributions

Hypergeometric

   Distribution

Binomial Distribution

Multinomial

   Distribution

Poisson Distribution

Average and Std. Dev

   of Binomial

Average and Std. Dev

   of Poisson

Pascal Distribution

Review Questions

Sampling Plans Concepts

Need for Sampling

Attribute vs. Variable

   Sampling

Single, Double, Multiple, Sequential and Continuous Sampling

OC Curves-Computation

Sampling Plans Concepts (continued)

Sampling Terminology

Percentage vs.

   Absolute Sampling

AOQL

ASN

ANSI Z1.4 (MIL-STD-

   105)

Dodge Romig Plans

ANSI Z1.9 (MIL-STD-

   414)

Review Questions

Confidence Intervals

Statistical Inference

Estimation vs. Tests of Hypothesis

Point Estimates

Characteristics of Confidence Intervals

Populations Mean, Sigma Known - Z Distribution

Populations Mean, Sigma Unknown - T Distribution

Applications

Population Proportion

Relationship of Sample Size to Confidence

   Interval

Tolerance Limits

Review Questions

Tests of Hypotheses

Null and Alternate Hypotheses

Type I and Type II

   Errors

Power of Test

Parameters Which Can

   Be Tested

Testing Procedure

Tests Pertaining to Population Mean,

   Sigma Known

Tests Pertaining to Population Mean,

   Sigma Unknown

Difference of Two

   Means

Paired Data

Tests Pertaining to

   Variances

Tests Pertaining to

   Proportions

Contingency Tables

Chi-Square Distribution

F Distribution

Review Questions

Analysis of Variance (ANOVA)

Purpose

One-way Classification Model Computational Procedure Analysis of Variance Table

Two-way Classification, No Replications, Replications Fixed, and Random Effects Estimate of Variances 

 

Analysis of Variance (ANOVA) (continued)

Review Questions

Regression Analysis

Purpose

Linear Regression Example

Least Square Estimates

Standard Error of 

   Estimates

Correlation Coefficient

Confidence Interval for

   the Correlation

   Coefficient

Coefficient of

   Determination

Confidence Intervals

Review Questions

Experimental Design

Completely Randomized

   Block

Randomized Block

   Design

Incompletely

   Randomized Block

Latin Square

Graeco Latin Square

One Factor At A Time

   Experiments

Full Factorial Experiments

Interaction Effects

2^5 Experiment

Fractional Factorial (1/2

   of 2^5)

Review Questions

Sampling Plan Tables

ANSI Z1.4 (MIL - STD

   -105)

ANSI Z1.9 (MIL - STD

   -414)

Quality Management

ISO 9000

Malcolm Baldrige

QFD

Concurrent Engineering

FMEA & FMECA

Fault-Tree Analysis

   (FTA)

Poka Yoke

Kaizen

Benchmarking

Product Liability

Pareto Analysis

Cp, Cpk, Cpm and Cr

Taguchi Loss Function

Weibull Distribution

Non Normal

   Distribution 

Tchebycheff Camp

   Meidell

Distribution of Sums 

   and Differences

Expected Value

Affinity Diagram

Tree Diagram

PDPC

Quality Management

(continued)

Matrix Diagram

Interrelationship Digraphs

Prioritization Matrix

Activity Network

   Diagrams

Flow Charts

Check Sheets

Cause and Effect

   Diagrams

Cp, Cpk

Plan-Do-Study-Act

Pre-Control

Review Questions

Auditing

Product Audit

Process Audit

Conducting the Audit

Audit Report

Review Questions

Metrology

Measurement

   Instruments

Hardness Tests

NDT Methods

Geometric Tolerances

SI Measurement System

Computer Reliability

Accuracy, Repeatability,  Reproducibility

Significant Digits and Rounding

Review Questions

Quality Costs

Internal Failure Costs

External Failure Costs

Appraisal Costs

Prevention Costs

Quality Cost Basis

Review Questions

Motivation and Human Factors

Hawthorne Study

Universal Human Needs

Satisfiers/Dissatisfiers

Hierarchy of Motivation

Theory X, Theory Y

Review Questions

Statistical Tables

Estimating Sigma from Average Range

Control Chart Limits

Chi-Square Distribution

t - Distribution

F - Distribution

Poisson Distribution

 

 


A VITAL THREE PART PROGRAM

   Why has STAT GUIDE & TAPE SERIES become the leader in international statistics training?

  

The answer is simple. We have developed the most comprehensive self-study program available - a 3-part system that   will make your study time worry-free!

 

TAPE SERIES

   Our one-of-a-kind CD/MP3/audio tape series includes over twelve hours of easy-to-understand explanations that correspond to text material, plus an instructional use of Sampling Standards.

 

   Tapes include a thorough discussion and review of CQE Exam questions following each topic.

 

STAT GUIDE TEXT

   The preferred teaching guide detailing all relevant statistical concepts.  This comprehensive text includes MIL-STDs 105 (ANSI Z1.4) and (ANSI Z1.9) plus all statistical tables (Text admissible to Exam).

 

SOLUTION TEXT

   This separate 86-page text contains questions and detailed solutions to all previously published CQE Exams.

 

 

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