Blue Apron CLV

By
Responsive Centered Red Button

Need Help with this Question or something similar to this? We got you! Just fill out the order form (follow the link below), and your paper will be assigned to an expert to help you ASAP.

Order Form

QUESTION
Consider the dataset D2.3, which contains simulated transactional data inspired by the subscription
meal delivery service Blue Apron (https://www.blueapron.com/). The dataset records a random
sample of Blue Apron’s subscribers’ activity (∼22,400 individuals) during Jan 2019. A detailed
codebook is available from the document C2.3.
Consider the following two specifications:
Specification 1:
Specification 2:
Using the Blue Apron data, perform the following tasks:
1. Task 1:
a. [2 points] Estimate the two listed specifications using churn indicator as the
outcome and implementing f() as the logistic model.
b. [1 point] Select a model based on predictive performance criteria. Justify your
decision.
c. [1 point] Use the selected model to predict churn probabilities for every customer
in the sample. Present a histogram of these probabilities.
2. Task 2:
a. [2 points] Estimate the two listed models using MonthlyAddons as the outcome and
implementing f() as linear regression.
b. [1 point] Select a model based on predictive performance criteria. Justify your
decision.
c. [1 point] Use the selected model to predict MonthlyAddons for every customer in
the sample. Make sure these predictions are within range. Present a histogram
thereof.
3. Task 3:
a. [1 point] Export the full dataset to a csv file. The exported data must include
individual predictions for churn probabilities (task 1) and monthly add-ons (task 2),
each from their respectively preferred specification. After this file is saved as csv,
convert it into xls or xlsx so that formulas can be saved (this last step is not in R,
just a simple change of extension).

Sample Solutions
Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Phasellus hendrerit. Pellentesque aliquet nibh nec urna. In nisi neque, aliquet vel, dapibus id, mattis vel, nisi. Sed pretium, ligula sollicitudin laoreet viverra, tortor libero sodales leo, eget blandit nunc tortor eu nibh. Nullam mollis. Ut justo. Suspendisse potenti.

Get sample solution
Order Now

Sed egestas, ante et vulputate volutpat, eros pede semper est, vitae luctus metus libero eu augue. Morbi purus libero, faucibus adipiscing, commodo quis, gravida id, est. Sed lectus. Praesent elementum hendrerit tortor. Sed semper lorem at felis. Vestibulum volutpat, lacus a ultrices sagittis, mi neque euismod dui, eu pulvinar nunc sapien ornare nisl. Phasellus pede arcu, dapibus eu, fermentum et, dapibus sed, urna.

Morbi interdum mollis sapien. Sed ac risus. Phasellus lacinia, magna a ullamcorper laoreet, lectus arcu pulvinar risus, vitae facilisis libero dolor a purus. Sed vel lacus. Mauris nibh felis, adipiscing varius, adipiscing in, lacinia vel, tellus. Suspendisse ac urna. Etiam pellentesque mauris ut lectus. Nunc tellus ante, mattis eget, gravida vitae, ultricies ac, leo. Integer leo pede, ornare a, lacinia eu, vulputate vel, nisl.
Suspendisse mauris. Fusce accumsan mollis eros. Pellentesque a diam sit amet mi ullamcorper vehicula. Integer adipiscing risus a sem. Nullam quis massa sit amet nibh viverra malesuada. Nunc sem lacus, accumsan quis, faucibus non, congue vel, arcu. Ut scelerisque hendrerit tellus. Integer sagittis. Vivamus a mauris eget arcu gravida tristique. Nunc iaculis mi in ante. Vivamus imperdiet nibh feugiat est.
Ut convallis, sem sit amet interdum consectetuer, odio augue aliquam leo, nec dapibus tortor nibh sed augue. Integer eu magna sit amet metus fermentum posuere. Morbi sit amet nulla sed dolor elementum imperdiet. Quisque fermentum. Cum sociis natoque penatibus et magnis xdis parturient montes, nascetur ridiculus mus. Pellentesque adipiscing eros ut libero. Ut condimentum mi vel tellus. Suspendisse laoreet. Fusce ut est sed dolor gravida convallis. Morbi vitae ante. Vivamus ultrices luctus nunc. Suspendisse et dolor. Etiam dignissim. Proin malesuada adipiscing lacus. Donec metus. Curabitur gravida

How to create Testimonial Carousel using Bootstrap5

Clients' Reviews about Our Services