You are given the following information about the sales and inventory levels for your company for the last five years. Using regression analysis, determine what the level of safety stocks for your company appears to be. Year Sales $23.506 200 Inventory $5 112.930
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- An electronic appliance manufacturer wants to know if there is a relationship between percentage change in deposable personal income which is reported quarterly by the government, and the percentage change in appliances sold by the manufacturer following same years of quarterly data. Brenda Chee and Clarence Paulus lead an analyst team has obtained data for the past 10 quarters. Table 3 Quarter Percent change in income Percent Change in appliance sold Quarter Percent change in income Percent Change in appliance sold 1 -2.3 -2.5 6 -1.0 1.0 2 -1.5 -1.0 7 0.7 1.4 3 2.8 7.4 8 5.2 3.4 4 0.5 2.6 9 -2.5 -0.5 5 4.6 8.5 10 1.7 1.8 1) What forecasting model should be used for this data.Why? 2) Develop the forecasting model that you have proposed in(a). 3) Compute the relationship for these data. In your opinion, is the relationship between independent variable strong enough to base a predictive the…An electronic appliance manufacturer wants to know if there is a relationship between percentage change in deposable personal income which is reported quarterly by the government, and the percentage change in appliances sold by the manufacturer following same years of quarterly data. Brenda Chee and Clarence Paulus lead an analyst team has obtained data for the past 10 quarters. (Hint: Provides your answers in two decimal points)Table 1 Quarter % change in income % Change in appliance sold Quarter % change in income % Change in appliance sold 1 -2.3 -2.5 6 -1.0 1.0 2 -1.5 -1.0 7 0.7 1.4 3 2.8 7.4 8 5.2 3.4 4 0.5 2.6 9 -2.5 -0.5 5 4.6 8.5 10 1.7 1.8 (a) Identify which is the dependent variable and independent variable in this case. (b) Develop the forecasting model from this data. (c) Identify the nature of the relationship between two variables based on the data that you have here.An electronic appliance manufacturer wants to know if there is a relationship between percentage change in deposable personal income which is reported quarterly by the government, and the percentage change in appliances sold by the manufacturer following same years of quarterly data. Brenda Chee and Clarence Paulus lead an analyst team has obtained data for the past 10 quarters. (Hint: Provides your answers in two decimal points)Table 1 Quarter % change in income % Change in appliance sold Quarter % change in income % Change in appliance sold 1 -2.3 -2.5 6 -1.0 1.0 2 -1.5 -1.0 7 0.7 1.4 3 2.8 7.4 8 5.2 3.4 4 0.5 2.6 9 -2.5 -0.5 5 4.6 8.5 10 1.7 1.8 (a) What forecasting model should be used for this data. Why? (b) Develop the forecasting model that you have proposed in (a)
- In the table below ratings data on x = the quality of the speed of execution and y = overall satisfaction with electronic trades provided the estimated regression equation ŷ = 0.3402 +0.8922x. Brokerage Speed Satisfaction Scottrade, Inc. 3.5 3.4 Charles Schwab 3.0 3.1 Fidelity Brokerage Services 3.3 3.2 TD Ameritrade 3.6 3.5 E*Trade Financial 3.4 3.7 Vanguard Brokerage Services 3.8 3.6 USAA Brokerage Services 3.3 2.9 Thinkorswim 3.1 3.6 Wells Fargo Investments 2.4 2.4 Interactive Brokers 2.6 2.2 Zecco.com 2.7 3.1 At the 0.05 level of significance, test whether speed of execution and overall satisfaction are related. Show the ANOVA table. What is your conclusion? Source Sum of Squares Degrees Mean Square F (to 2 decimals) of Variation (to 4 decimals) of Freedom (to 4 decimals) Regression Error Total P-value is - Select your answer - We Select your answer - V reject Ho : B1 = 0, we conclude that speed of execution and overall satisfaction Select your answer - V related.The following table shows quarterly sales (in thousand units) for a product over 4 years. The overall sales average for the entire 4 years is 166.125 (thousand units). Fill in the missing values assuming there is no trend. Round seasonal indexes to 4 decimal places. Report Averages accurate to at most 2 decimal places. Report Actual sales ('000) accurate to the nearest integer. Year Year Seasonal Year 1 Year 2 Average 4 Index Quarter 205 211 182 1.1768 1 Quarter 152 170 158 156 2 Quarter 182 190 198 193 3 Quarter 128 112 113 0.7178 4Exclusive Footwear Ltd experiencing profit declining in recent times... In the light of the above research, suggest a list of variables (e.g. IV, DV, or MV), develop conceptual model, and discuss their nature and potential relation to each other with proper justification. Develop relevant hypothesis for the variables.
- The following table lists your company's sales during the last four years. Year 1 Year 2 Year 3 Year 4 Sales 101 109 104 121 a. Using Excel, estimate the linear trend equation, S = a + b*t. b. Save the Excel file and upload to Blackboard. Attach File Browse Local FilesIdentify the relationship between economic Growth and unemployment (if any positive, negative, no relationship) use the data on graph to justify your choiceAs the database administrator for the iTunes store, how would you use preductive analysis to predict which bands and movies will sell the most next year if you were in charge of estimating sales?
- Use a pivot table to display the quarterly sales and estimate the percentage of sales in each quarter. (Hint: Q1 = approx. 25%; all hints are all approximate values,. Canon has sponsored the England Premier (Soccer) League for about 10 years spending millions of dollars each year. When they started the sponsorship, only 15% of the people in the United Kingdom knew Canon. Over the next 10 years or so, the brand recognition rate went up to 85%. At that point, Canon decided to stop sponsoring the League. Why do you think Canon stopped it? (Decision Making)Use the following sales data to answer the questions. Month Sales January $250,000 February $200,000 March $300,000 April $350,000 May $450,000 1. Using a two-month moving average, what are the expected sales for June? 2. Using a three-month moving average, what are the expected sales for June?