Question: descriptions below to assign the best Analytics Type and Statistical Method(s). For any 1 Application description, briefly explain why you selected the Analytics Type and

  1. descriptions below to assign the best Analytics Type and Statistical Method(s). For any 1 Application description, briefly explain why you selected the Analytics Type and Statistical Method.

Analytics

Type Code

Statistical

Method Code

APPLICATION Description
Forecast next 6 months' sales
Compare means of prior sales of customers by 2 product segments
Develop our products mix for 5 products to maximize profits
Evaluate if employee job satisfaction and tenure (years) in job predict the number of employee departures
Calculate and compare the means of customers 'sales gross margins by the 3 sales channels
Determine average order value for each customer during prior 6 months
Determine if sales order delivery period length is related to degree of customer satisfaction

Analytics Type Code

Analytics

Type

1

Descriptive Analytics

2

Diagnostic Analytics

3

Predictive Analytics

4

Prescriptive Analytics

Statistical Method

Code

Statistical Method

F

Calculate any of mean, median, variance, std. deviation

G

Develop a probability tree

H

Compare means between 2 unpaired samples

J

Compare means between 2 paired samples

K

ANOVA: Compare means among 3 or more samples

M

Calculate correlation between to variables

P

Perform simple regression

Q

Perform multiple regression

R

Calculate statistical significance of predictor variables

S

Calculate LSD comparisons between 2 sample means

T

Perform times series analyses

W

Perform Chi-Squared Analysis

X

EXCEL Solver model

Brief Explanation for one selected Application Scenario:

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