## Data Mining in Business Analytics

The compete set of materials are here. Use “save link as” if your browser does not open these PDFs. Course syllabus Introduction to Data Analysis Written exam: the white sheet and the full draft version...

Notes on

The compete set of materials are here. Use “save link as” if your browser does not open these PDFs. Course syllabus Introduction to Data Analysis Written exam: the white sheet and the full draft version...

Bank credit scoring: automatic model generation and selection, Seminar on Data Analysis in Business Application at the Moscow State University: Sept 2010 (Rus) [strijov10scoring_slides_ru.pdf, Ru] How to make Integral Indicators using Data and Expert...

The online index calculator is suspended now. Below the content and brief descripton of the service. Introduction This educational resourse is devoted to a problem of an index construction. The index is the most...

Introduction There are lots of ways to construct indices. However, when algorithms are chosen and some results obtained, the following question arises: How to show adequacy of the calculated indices? To answer the question...

MVR generates and selects non-linear regression models. It was written in the Matlab language and intended to be used as an open-source code. Introduction This software is intended a curve-fitting tool. The models (curves)...

The basic version of the MVR Composer is issued. It could be downloaded as zipped-file (release 61) or as the latest version from sourceforge using Subversion. The readme file is here.The input data to...

Time series has similar patterns. A pattern consists of several segments. Each segment could be represented as a simple parametric regression function. Thewhole pattern is the sequence of concantenated regression functions.The following information is...

The problem of model generation is illustrated with a linear regression model of a single variable. See the example.

LARS is one of the most effective algorithms to select linear regression models. It is not so greedy as step-wise regression and takes not so much steps as Lasso. See the example.

This is a calculator to make Ratings and Integral Indicators. To run it please do the following. 1. Download Example.xls, use “Simple” sheet. 2. Put your Objects in the 1st column starting at A2....