I have also attached pdf of instructions due to the format below. Please see attachments.Inferential Statistics Analysis and Writeup Purpose: The purpose of this assignment is to develop and carry out an inferential statistics analysis plan and write up the findings. There are two main parts to this assignment: ● Part A: Inferential Statistics Data Plan and Analysis ● Part B: Write up of Results Part A: Prepare Data Plan, Analyze Data, and Complete Part A of the The work needs to be on the template below:Part A: Inferential Statistics Data Analysis Plan and ComputationIntroduction:Variables Selected: Table 1: Variables Selected for Analysis Variable Name in the Data Set Variable Type Description Qualitative or Quantitative Variable 1: Socioeconomic Variable 2: Expenditure Variable 3: Expenditure Data Analysis:1.Confidence Interval Analysis: For one expenditure variable, select and run the appropriate method for estimating a parameter, based on a statistic (i.e., confidence interval method) and complete the following table (Note: Format follows Kozak outline):Table 2: Confidence Interval Information and Results Name of Variable: State the Random Variable and Parameter in Words: Confidence interval method including confidence level and rationale for using it: State and check the assumptions for confidence interval: Method Used to Analyze Data: Find the sample statistic and the confidence interval: Statistical Interpretation: 2. Hypothesis Testing: Using the second expenditure variable (with socioeconomic variable as the grouping variable for making two groups), select and run the appropriate method for making decisions about twoparameters relative to observed statistics (i.e., two sample hypothesis testing method) and complete the following table (Note: Format follows Kozak outline):Table 3: Two Sample Hypothesis Test Analysis Research Question: Two Sample Hypothesis Test that Will Be Used and Rationale for Using It: State the Random Variable and Parameters in Words: State Null and Alternative Hypotheses and Level of Significance: Method Used to Analyze Data: Find the sample statistic, test statistic, and p-value: Conclusion Regarding Whether or Not to Reject the Null Hypothesis: Part B: Results Write UpConfidence Interval Analysis:Two Sample Hypothesis Test Analysis:Discussion:

For this discussion, you will have the opportunity to create your own relationship graph. Use the illustration tools in Microsoft Word to make the graph. It can be a graph of your friendship network, or professional connections, or it can depict some other relationship that you find interesting.Your graph should have at least six vertices. You should clearly label what the vertices are as well as explain the significance of their connection. For example: the vertices in the above graph are different actors/actresses, and they are connected by an edge if they have acted in the same movie together.For your initial post, upload a copy of your graph and summarize what you discovered from this exercise. What insights did you gain from the graph?

Calculating Sell Thru allows businesses and managers to determine the percentage of units sold compared to the total amount originally on hand.Calculating Penetration of product styles, product types, vendors, etc., allows managers to identify and reorder best sellers, and to take action to address slow-selling, less-profitable products. What ultimately influences results are the actions that businesses take, based on analysis of the information gathered from the data and the thought processes used to make decisions.Scenario A:The buyer ordered 1,200 units of seasonal garden items and planned for a 35% sell thru in the first month.All 1,200 units were received in the stores 4 weeks ago.Of the 1,200 units, the sell thru on garden hoses was the highest and the stores in warmer climates sold more garden hoses during the first four weeks.The current inventory report shows 400 units of the seasonal garden items on hand.Scenario B: The buyer ordered the garden hoses from several different vendors.Vendor A - $90,500 in salesVendor B - $80,000 in salesVendor C - $40,000 in salesThe total garden hose category had $400,000 in sales for the quarter.Instructions:Use the information in the scenarios provided above to answer the following questions: Scenario A: Calculate the sell thru of seasonal garden items in the scenario and include your calculations in your answer.Scenario A: Analyze the scenario in order to provide justification when answering the following questions:Is sell thru "good" or "bad", as compared to the buyer's plan?What can the sell thru data tell the buyer?How should the buyer respond to the sell thru data?Why is it important to know which stores are trending up/down in seasonal garden item sales?Scenario B: Calculate the penetration in dollars for each of the vendors and include your calculations in your answer.Scenario B: Analyze the scenario in order to provide justification when answering the following questions:What is each vendor's dollar penetration rate (percentage) and what can the penetration rate for each vendor tell the buyer?Considering the available information, what recommendations would you make regarding reorders for each of the vendors?What other information would you need about the garden hoses and/or vendors to allow you to make wise decisions on reorders?Summarize the results of your analysis of the two scenarios to explain the importance of using sell thru and penetration calculations to aid in managerial decision-making. Justify your explanation.Compose your answers with a minimum of one paragraph per question (a - e), for a minimum of 5 paragraphs total.Research and use at least one additional outside source to support your recommendations