Code Monkey home page Code Monkey logo

logistic-regression-spreadsheet's Introduction

Logistic-regression-spreadsheet

Sample logistic regression spreadsheet I did that calculates the risk profile of customers using 4 independent beta variables. The 4 input variables are

1). Auto EFT payments: binomial, enter either 1 or 0 2). FRP CL: Customer's credit limit, enter any value positive value 3). Segment Code: enter any value 4). Prepay customer: binomial, enter either 1 or 0

The data used originally was real customer data, but for this GH upload purposes, I have modified it to mock data. Cox-Snell and Nagelkerke r^2 values were calculated with a surprisingly high degree of fit at least on the original data. Regression was done in Excel using Excel's Solver addon. The Data and the regression related coefficients and values are on the tab titled "Data and Regression" of the uploaded Excel spreadsheet, while the "Input Sheet" can be used to enter values to see the final regression values in action.

logistic-regression-spreadsheet's People

Contributors

boldjones avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.