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TAPE SERIES |
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Tape |
Topic | Length |
Tape |
Topic | Length |
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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. | ||
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4 |
Discrete Distributions |
90 min. |
8 |
Regression | 45 min. |
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5 |
Sampling | 90 min. | Experimental Design | 45 min. | |
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STAT GUIDE TEXT |
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| 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
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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
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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.