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  2. 9 Free, Easy-To-Use Budget Templates and Spreadsheets - AOL

    www.aol.com/9-free-easy-budget-templates...

    Instead, here are nine completely free, simple-to-use budget templates and spreadsheets that are available to download right now. 1. Microsoft Excel Personal Monthly Budget Spreadsheet

  3. 6 Free Budget Templates for Excel, Google Sheets & Numbers - AOL

    www.aol.com/6-free-budget-templates-excel...

    Best wedding budget template: Bridal Musings. Best Free Yearly Budget Spreadsheet. For the planner and goal-oriented go-getter, there is the personal budget spreadsheet from Vertex42. Available as ...

  4. Instrumental variables estimation - Wikipedia

    en.wikipedia.org/wiki/Instrumental_variables...

    The idea was that a regression analysis could produce a demand or supply curve because they are formed by the path between prices and quantities demanded or supplied. The problem was that the observational data did not form a demand or supply curve as such, but rather a cloud of point observations that took different shapes under varying market ...

  5. Ordinary least squares - Wikipedia

    en.wikipedia.org/wiki/Ordinary_least_squares

    In statistics, ordinary least squares (OLS) is a type of linear least squares method for choosing the unknown parameters in a linear regression model (with fixed level-one [clarification needed] effects of a linear function of a set of explanatory variables) by the principle of least squares: minimizing the sum of the squares of the differences between the observed dependent variable (values ...

  6. Newey–West estimator - Wikipedia

    en.wikipedia.org/wiki/Newey–West_estimator

    A Newey–West estimator is used in statistics and econometrics to provide an estimate of the covariance matrix of the parameters of a regression-type model where the standard assumptions of regression analysis do not apply. [1] It was devised by Whitney K. Newey and Kenneth D. West in 1987, although there are a number of later variants.

  7. Linear least squares - Wikipedia

    en.wikipedia.org/wiki/Linear_least_squares

    It is one approach to handling the "errors in variables" problem, and is also sometimes used even when the covariates are assumed to be error-free. Linear Template Fit (LTF) [7] combines a linear regression with (generalized) least squares in order to determine the best estimator. The Linear Template Fit addresses the frequent issue, when the ...

  8. Proofs involving ordinary least squares - Wikipedia

    en.wikipedia.org/wiki/Proofs_involving_ordinary...

    The normal equations can be derived directly from a matrix representation of the problem as follows. The objective is to minimize = ‖ ‖ = () = +.Here () = has the dimension 1x1 (the number of columns of ), so it is a scalar and equal to its own transpose, hence = and the quantity to minimize becomes

  9. Generalized least squares - Wikipedia

    en.wikipedia.org/wiki/Generalized_least_squares

    The model is estimated by OLS or another consistent (but inefficient) estimator, and the residuals are used to build a consistent estimator of the errors covariance matrix (to do so, one often needs to examine the model adding additional constraints; for example, if the errors follow a time series process, a statistician generally needs some ...