Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression using JavaScript. Linear regression is the simplest machine learning technique to predict a single numeric value, ...

There are surveys that gather precise information on an outcome of interest, but measure continuous covariates by a discrete number of intervals, in which case the covariates are interval censored.

Confidence intervals show the likelihood a data range contains the true mean, aiding investment decisions. A wider interval suggests lower estimate accuracy, influencing market and risk analysis ...

Abstract: Basing on generalized least squares method and Monte Carlo simulation techniques, linear regression confidence bands are calculated in the case of correlated noise. Exponentially correlated ...

Interval-censored data arise when the event time of interest can only be ascertained through periodic examinations. In medical studies, subjects may not complete the examination schedule for reasons ...

This can also be taught using R (no previous experience required). In this hands-on class, you will learn the fundamentals of applying linear regression to business data using Excel. In survey after ...

You can create a release to package software, along with release notes and links to binary files, for other people to use. Learn more about releases in our docs.

Confidence intervals are a crucial concept in statistics, allowing you to estimate the range within which an unknown population parameter is likely to fall. Excel, with its powerful data analysis and ...