




In statistics, linear regression is a technique for estimating the value of dependent variable from a set of one or more independent variables. As the name linear regression implies, the dependent variable is assumed to have a linear relationship with any independent variables. The mechanics of performing a simple linear regression can be handled with ease by a desktop computer running appropriate statistics software. Nevertheless, performing a linear regression requires some training in statistics, because without an understanding of the limitations to linear regression techniques incorrect conclusions can be made on the basis of the model. A useless linear regression can result if, for example, the sample data used violate assumptions upon which the technique depends. Linear regression was originally developed with scientific applications in mind, but today linear regression and related techniques have important application to a variety of business and economics contexts. For example, portfolio managers and marketing professionals are among the business specialists that make frequent use of linear regression models.
Rate this linear regression definition...




Where is the market headed? The answer may surprise you. Find out with the exclusive & Barron's recommended charts of Chart of the Day. 

Popular Terms: in escrow, whollyowned subsidiary, risk management, phantom income, class C shares, deferred tax, minority interest, 1031 exchange, command economy, stock market close, VIX, 144a, average price per share, cancelled check, deferred revenue, 401a, 1035 exchange, EBITDA, required rate of return, debt service coverage, option premium, current ratio, margin rate, open position, limit order, reverse mortgage, FICO score, Zero Cost Collar, covered put, exdividend, FTSE, real GDP, liquidity ratio, LIBOR, labor relations, balance sheet, implied volatility, Key Rate Duration, irrevocable trust, diluted share, quality assurance, retained earnings, stock split, inflation, APR, exdividend date, dividends payable, annual return, per diem


 