Economics 196R: Economic Programming and Data Analysis Problem Set 5 Complete the following using R commands only. Turn in your R-script using these guidelines: 1. When submitting work, write...

please follow instructions carefully on problem set and answer accordingly


Economics 196R: Economic Programming and Data Analysis Problem Set 5 Complete the following using R commands only. Turn in your R-script using these guidelines: 1. When submitting work, write the final answers as part of your R-script using the comment option. 2. Submit your work as an R file. 3. Please format the name of your R-script as follows: lastname_firstname_Econ196R_PS5.R I. (3 points each) Provide the appropriate R-command for each of the following: A. Using the SalesForCourse dataset, do the following: 1. Create an indicator variable for each of the values of the variable ‘Country.’ 2. Regress Revenue on Quantity, ‘Unit Cost’, and the indicator variables you generated. Make sure to omit an appropriate variable, if any. 3. Provide a detailed summary of the results. B. Using the US Total Public Debt dataset, do the following: 1. Create a time series object for the US Total Public Debt series. 2. Decompose the Total Public Debt series (excluding the observation date variable) into its seasonal variation, trend, and random movements. 3. Plot the decomposition. II. (4 points) Using the US Gross Domestic Private Investment dataset, create a GGplot of the seasonal variations of the data series. III. (2 points) Using the Total Public Debt dataset, do the following: A. Generate two variables based on lag values of Total Public Debt. The first is from values with a one-period lag while the other is based on a one-year lag. B. Define a model specification regressing Total Public Debt on the two lag variables. C. Create a new variable in the same dataset based on simple predictions of Total Public Debt. IV. (3 points) Using the merged datasets (at least three uploaded with your assignment submissions) that you are using in your project, create two different variables based on two prediction models. Compute the model performance metrics (?2, RMSE, and MAE) of the two sets of predictions. 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StatesWashingtonAccessoriesHelmets217.5213542 117/1/162016July29FUnited StatesWashingtonAccessoriesTires and Tubes34048.666667120146 127/22/162016July29FUnited StatesWashingtonAccessoriesTires and Tubes2466092120 137/22/162016July29FUnited StatesWashingtonAccessoriesTires and Tubes1910910 148/18/152015August29FUnited StatesWashingtonAccessoriesHelmets3151.67181.333333455544 158/30/152015August29FUnited StatesWashingtonAccessoriesTires and Tubes37072.666667210218 169/17/152015September29FUnited StatesWashingtonAccessoriesTires and Tubes1385439385439 179/17/152015September29FUnited StatesWashingtonAccessoriesTires and Tubes272.586.5145173 189/17/152015September29FUnited StatesWashingtonAccessoriesHelmets3210212.666667630638 199/24/152015September29FUnited StatesWashingtonAccessoriesTires and Tubes164746474 209/24/152015September29FUnited StatesWashingtonAccessoriesHelmets3326.67359.6666679801079 2110/7/152015October29FUnited StatesWashingtonAccessoriesTires and Tubes1125136125136 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and Tubes3108.67123.666667326371 3411/15/152015November29FUnited StatesWashingtonAccessoriesTires and Tubes314.67154445 3512/15/152015December29FUnited StatesWashingtonAccessoriesHelmets2280269560538 3612/16/152015December29FUnited StatesWashingtonAccessoriesTires and Tubes2293.5320.5587641 3712/16/152015December29FUnited StatesWashingtonAccessoriesTires and Tubes22244 3812/16/152015December29FUnited StatesWashingtonAccessoriesHelmets1420472420472 3912/20/152015December29FUnited StatesWashingtonAccessoriesTires and Tubes2275.5303551606 4012/20/152015December29FUnited StatesWashingtonAccessoriesTires and Tubes1120120120120 4112/20/152015December29FUnited StatesWashingtonAccessoriesHelmets1630624630624 4212/25/152015December29FUnited StatesWashingtonAccessoriesTires and Tubes232.5366572 4312/25/152015December29FUnited StatesWashingtonAccessoriesTires and Tubes3338.33389.33333310151168 4412/25/152015December29FUnited StatesWashingtonAccessoriesTires and Tubes310.67113233 4512/29/152015December29FUnited StatesWashingtonAccessoriesTires and Tubes336.6741.666667110125 4612/29/152015December29FUnited StatesWashingtonAccessoriesHelmets2245249.5490499 477/22/152015July18FUnited StatesCaliforniaAccessoriesBike Stands1636677636677 4810/10/152015October18FUnited StatesCaliforniaAccessoriesBike Stands3159170.666667477512 496/11/162016June18MUnited StatesCaliforniaBikesMountain Bikes1769875769875 508/13/152015August18MUnited StatesCaliforniaBikesMountain Bikes12295224222952242 519/10/152015September18MUnited StatesCaliforniaBikesMountain Bikes1769776769776 5210/20/152015October18MUnited StatesCaliforniaBikesMountain Bikes21160100523202010 5312/21/152015December18MUnited StatesCaliforniaBikesMountain Bikes12295230322952303 547/27/152015July19FUnited StatesOregonAccessoriesHydration Packs2797.581315951626 552/7/162016February19MUnited StatesWashingtonBikesMountain Bikes3180188.333333540565 567/24/152015July19MUnited StatesWashingtonBikesMountain 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