Fundamentals Of Cost Accounting (6th Edition)
Fundamentals Of Cost Accounting (6th Edition)
6th Edition
ISBN: 9781259969478
Author: WILLIAM LANEN, Shannon Anderson, Michael Maher
Publisher: McGraw Hill Education
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Chapter 5, Problem 52E

Learning Curves (Appendix B)

Refer to the example in Appendix B. The numbers in Exhibit 5.21 for the fifth, sixth, and seventh units were given.

Required

Using the formula Y = aXb and the data given in the problem, verify the labor time required and the cost amounts for the fifth, sixth, and seventh units. (“Verify” means that you should check the accuracy of the amounts given in Exhibit 5.21.)

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Assume there are 3,600 cases in the validation dataset, and 12% of these cases have a value of 1 for churn (the primary/positive event). Questions a) to c) are based on data for the 3,600 cases (see table below). Depth (% Contacted) Model Cumulative Gain Cumulative Lift Decision Tree 34.42 6.84 Logistic Regression Neural Network 20.19 4.01 34.62 6.88 Decision Tree Logistic Regression Neural Network 10 64.90 6.06 10 36.06 3.15 10 62.50 5.54 Decision Tree 15 73.96 1.82 Logistic Regression Neural Network 15 49.04 2.62 15 82.21 3.97 Decision Tree Logistic Regression 20 78.39 0.87 20 59.13 2.01 Neural Network 20 86.54 0.86 a) Which model has the highest Cumulative Lift at a depth of 20%? What is the lift? b) If the Cumulative Gain at a depth of 10% for the Decision Tree is converted to number of primary/positive event cases, what will be the number of cases? Show your calculation. c) If the Cumulative Gain at a depth of 15% for the Neural Network model is converted to number of…

Chapter 5 Solutions

Fundamentals Of Cost Accounting (6th Edition)

Ch. 5 - What are some complications that can arise when...Ch. 5 - The following costs are labeled fixed or variable...Ch. 5 - Prob. 13CADQCh. 5 - When preparing cost estimates for account analysis...Ch. 5 - How can one compensate for the effects of price...Ch. 5 - Prob. 16CADQCh. 5 - Prob. 17CADQCh. 5 - A decision maker is interested in obtaining a cost...Ch. 5 - Consider the Business Application item Using...Ch. 5 - A friend comes to you with the following problem....Ch. 5 - After doing an account analysis and giving the...Ch. 5 - In doing cost analysis, you realize that there...Ch. 5 - Prob. 23CADQCh. 5 - Are learning curves likely to affect materials...Ch. 5 - McDonalds, the fast-food restaurant, is known for...Ch. 5 - Prob. 26CADQCh. 5 - A manager asks you for a cost estimate to open a...Ch. 5 - Prob. 28CADQCh. 5 - Methods of Estimating Costs: Engineering Estimates...Ch. 5 - Prob. 30ECh. 5 - Methods of Estimating Costs: Engineering Estimates...Ch. 5 - Prob. 32ECh. 5 - Methods of Estimating Costs: Account Analysis The...Ch. 5 - Methods of Estimating Costs: Account Analysis...Ch. 5 - Methods of Estimating Costs: High-Low, Ethical...Ch. 5 - Methods of Estimating Costs: High-Low Adriana...Ch. 5 - Methods of Estimating Costs: High-Low Adriana...Ch. 5 - Prob. 38ECh. 5 - Adriana Corporation manufactures football...Ch. 5 - Methods of Estimating Costs: Simple...Ch. 5 - Prob. 41ECh. 5 - Methods of Estimating Costs: High-Low Davis Stores...Ch. 5 - Methods of Estimating Costs: Scattergraph Prepare...Ch. 5 - Prob. 44ECh. 5 - Interpretation of Regression Results: Multiple...Ch. 5 - Interpretation of Regression Results Brodie...Ch. 5 - Prob. 47ECh. 5 - Interpretation of Regression Results: Simple...Ch. 5 - Learning Curves Assume that General Dynamics,...Ch. 5 - Learning Curves Assume that Whee, Cheatham, and...Ch. 5 - Prob. 51ECh. 5 - Learning Curves (Appendix B) Refer to the example...Ch. 5 - Prob. 53PCh. 5 - Prob. 54PCh. 5 - Regressions from Published Data Obtain 13 years of...Ch. 5 - Prob. 56PCh. 5 - High-Low Method, Scattcrgraph Cubicle Solutions...Ch. 5 - High-Low Method, Scattcrgraph Academy Products...Ch. 5 - High-Low, Scattergraph, Issues with Data Wyoming...Ch. 5 - Interpretation of Regression Results: Simple...Ch. 5 - Interpretation of Regression Results: Simple...Ch. 5 - Interpretation of Regression Results: Multiple...Ch. 5 - Interpretation of Regression Results: Simple...Ch. 5 - Interpretation of Regression Results Brews 4 U is...Ch. 5 - Cost Estimation: Simple Regression The following...Ch. 5 - Prob. 68PCh. 5 - Methods of Cost Analysis: Account Analysis, Simple...Ch. 5 - Learning Curves (Appendix B) Refer to the example...Ch. 5 - Learning Curves (Appendix B) Krylon Company...
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