###### **Regression** **analysis**

Applied

**Regression****Analysis**(3rd ed.). John Wiley. ISBN 0-471-17082-8. Fox, J. (1997). Applied**Regression****Analysis**, Linear ...**Analysis**of Variance," pp. 541-554. Lindley, D.V. (1987). "**Regression**and correlation**analysis**," New Palgrave: A Dictionary of ... In all cases, a function of the independent variables called the**regression**function is to be estimated. In**regression****analysis**... Grey System Theory, from which stems Grey relational**analysis**, has its own method to conduct**regression****analysis**using grey ...###### Outline of **regression** **analysis**

...

**regression**Isotonic**regression**Semiparametric**regression**Local**regression**Total least squares**regression**Deming**regression**... The following outline is provided as an overview of and topical guide to**regression****analysis**:**Regression****analysis**- use of ... Simple linear**regression**Trend estimation Ridge**regression**Polynomial**regression**Segmented**regression**Nonlinear**regression**...**Regression****analysis**Linear**regression**Least squares Linear least squares (mathematics) Non-linear least squares Least absolute ...###### Hedge relationship (finance)

**Regression**

**analysis**. Comparison of the value or cash flows of the hedged item and those of the hedging instrument. Recognition ...

###### Projection matrix

ISBN 0-471-93412-7. Draper, N. R.; Smith, H. (1998). Applied

**Regression****Analysis**. Wiley. ISBN 0-471-17082-8. Amemiya, Takeshi ( ... A few examples are linear least squares, smoothing splines,**regression**splines, local**regression**, kernel**regression**, and linear ... Practical applications of the projection matrix in**regression****analysis**include leverage and Cook's distance, which are ... which allows one to analyze the effects of adding an intercept term to a**regression**. Another use is in the fixed effects model ...###### Coefficient of determination

Glantz, Stanton A.; Slinker, B. K. (1990). Primer of Applied

**Regression**and**Analysis**of Variance. McGraw-Hill. ISBN 0-07-023407 ... In**regression**, the R2 coefficient of determination is a statistical measure of how well the**regression**line approximates the ... Applied**Regression****Analysis**. Wiley-Interscience. ISBN 0-471-17082-8. Devore, Jay L. (2011). Probability and Statistics for ... In least squares**regression**, R2 is weakly increasing with increases in the number of regressors in the model. Because increases ...###### Grey box model

These have special

**analysis**methods. In particular linear**regression**techniques are much more efficient than most non-linear ... Draper, Norman R.; Smith, Harry (25 August 2014). Applied**Regression****Analysis**. John Wiley & Sons. pp. 657-. ISBN 978-1-118- ... This relation can be specified as q = Ac where A is a matrix of unknown coefficients, and c as in linear**regression**includes a ... Then the more efficient linear**regression**can be used to predict q using c thus selecting the non-zero values in A and ...###### Mikhail Kharit

This research allowed him to develop a new algorithm and to create a program that uses the equations of the

**regression****analysis**... Kharit, Mikhail; Kremer, V. (1983). "Multivariate**regression****analysis**". Informational Bulletin of the State Fund of algorithms ... He developed a new algorithm and created a program that uses the equations of the for the**analysis**of the collected statistical ... and the Fourier series for the**analysis**of the collected statistical data. ...###### Homogeneity (statistics)

See

**regression****analysis**. The initial stages in the**analysis**of a time series may involve plotting values against time to ... There should then be a later stage of**analysis**to examine whether the errors in the predictions from the**regression**behave in ... The technic of homogeneous tests compared with some aspects of scale**analysis**and factor**analysis**. Psychological Bulletin, 45, ... In meta-**analysis**, which combines the data from several studies, homogeneity measures the differences or similarities between ...###### Gender pay gap

A Meta-

**Regression****Analysis**". The Journal of Human Resources. 33 (4): 962. doi:10.2307/146404. JSTOR 146404. Manning, Alan (2006 ... "An**Analysis**of Reasons for the Disparity in Wages Between Men and Women" (PDF). Consad.com. Archived from the original (PDF) on ... Another meta-**analysis**of 41 empirical studies on the wage gap performed in 1998 found a similar time trend in estimated pay ... "**Analysis**, Here Are the Facts behind That '79 Cent' Pay Gap Factoid". The Washington Post, WP Company, 14 April 2016 Mooney ...###### General linear model

1998). "Applied

**Regression****Analysis**". Springer Texts in Statistics. doi:10.1007/b98890. ISBN 0-387-98454-2. ... Multiple linear**regression**is a generalization of linear**regression**by considering more than one independent variable, and a ... ordinary linear**regression**, t-test and F-test. The general linear model is a generalization of multiple linear**regression**model ... The basic model for linear**regression**is Y i = β 0 + β 1 X i 1 + β 2 X i 2 + … + β p X i p + ϵ i . {\displaystyle Y_{i}=\beta ...###### Multicollinearity

Lipovestky; Conklin (2001). "

**Analysis**of**Regression**in Game Theory Approach". Applied Stochastic Models and Data**Analysis**. 17 ( ... A principal danger of such data redundancy is that of overfitting in**regression****analysis**models. The best**regression**models are ... Ridge**regression**or principal component**regression**or partial least squares**regression**can be used. If the correlated ... Chatterjee, S.; Hadi, A. S.; Price, B. (2000).**Regression****Analysis**by Example (Third ed.). John Wiley and Sons. ISBN 0-471- ...###### Minimum wage in the United States

doi:10.1111/j.1467-8543.2009.00723.x. "Does the UK Minimum Wage Reduce Employment? A Meta-

**Regression****Analysis**".y Megan de Linde ... Journal of Policy**Analysis**and Management. Burkhauser, Couch, Wittenburg (2000). Who Minimum Wage Increases Bite: An**Analysis**... A Meta-**Regression****Analysis**". British Journal of Industrial Relations. 47 (2): 406-28. ... Neumark's**analysis**further found that, when looking at only the most credible research, 85% of studies showed a positive ...###### Minimum wage

doi:10.1111/j.1467-8543.2009.00723.x. "Does the UK Minimum Wage Reduce Employment? A Meta-

**Regression****Analysis**".y Megan de Linde ... A Meta-**Regression****Analysis**". British Journal of Industrial Relations. 47 (2): 406-28. ... A 2014**analysis**based on panel data found that the minimum wage reduces employment among teenagers. In 1996 and 1997, the ... In an**analysis**of census data, Joseph Sabia and Robert Nielson found no statistically significant evidence that minimum wage ...###### Scheffé's method

It is particularly useful in

**analysis**of variance (a special case of**regression****analysis**), and in constructing simultaneous ... Applied**Regression****Analysis**(2nd ed.). John Wiley and Sons, Inc. p. 93. ISBN 9780471170822. Bohrer, Robert (1967). "On ... Draper and Smith, in their 'Applied**Regression****Analysis**' (see references), indicate that 'r' should be in the equation in place ... is a method for adjusting significance levels in a linear**regression****analysis**to account for multiple comparisons. ...###### Overfitting

Austin, P. C.; Steyerberg, E. W. (2015). "The number of subjects per variable required in linear

**regression****analyses**". Journal ... Draper, Norman R.; Smith, Harry (1998). Applied**Regression****Analysis**(3rd ed.). Wiley. ISBN 978-0471170822. Jim Frost (2015-09- ... In the process of**regression**model selection, the mean squared error of the random**regression**function can be split into random ... For logistic**regression**or Cox proportional hazards models, there are a variety of rules of thumb (e.g. 5-9, 10 and 10-15 - the ...###### Confidence region

IEEE Transactions on Medical Imaging, 22(6):747-53 Draper, N.R.; H. Smith (1981) [1966]. Applied

**Regression****Analysis**(2nd ed ... Circular error probable Linear**regression**Confidence band Draper and Smith (1981, p. 94) Draper and Smith (1981, p. 108) Draper ... and then apply the**analysis**for a linear problem to find an approximate confidence region. This may be a reasonable approach if ...###### Logistic distribution

Ritzema (ed.), H.P. (1994). Frequency and

**Regression****Analysis**(PDF). Chapter 6 in: Drainage Principles and Applications, ... where the logistic distribution plays the same role in logistic**regression**as the normal distribution does in probit**regression**... One of the most common applications is in logistic**regression**, which is used for modeling categorical dependent variables (e.g ... The rainfall data are represented by plotting positions as part of the cumulative frequency**analysis**. Τhe United States Chess ...###### Mean and predicted response

Applied

**Regression****Analysis**(3rd ed.). John Wiley. ISBN 0-471-17082-8. ... In linear**regression**, mean response and predicted response are values of the dependent variable calculated from the**regression**... are given in linear**regression**. Since the data in this context is defined to be (x, y) pairs for every observation, the mean ...###### Controlling for a variable

"A Tribute to

**Regression****Analysis**, Minitab". Retrieved 2015-08-04. Freedman, David; Pisani, Robert; Purves, Roger (2007). ...###### Chow test

Doran, Howard E. (1989). Applied

**Regression****Analysis**in Econometrics. CRC Press. p. 146. ISBN 0-8247-8049-3. Dougherty, ... In econometrics, it is most commonly used in time series**analysis**to test for the presence of a structural break at a period ... Chow, Gregory C. (1960). "Tests of Equality Between Sets of Coefficients in Two Linear**Regressions**". Econometrica. 28 (3): 591- ... is a test of whether the true coefficients in two linear**regressions**on different data sets are equal. ...###### Partial leverage

Applied

**Regression****Analysis**(3rd ed.). John Wiley. Cook and Weisberg (1982). Residuals and Influence in**Regression**. Chapman and ... In**regression****analysis**, partial leverage is a measure of the contribution of the individual independent variables to the ... Belsley, Kuh, and Welsch (1980).**Regression**Diagnostics. John Wiley. CS1 maint: Multiple names: authors list (link) Paul ... the partial leverage is a measure of how hi changes as a variable is added to the**regression**model. The partial leverage is ...###### Quantitative genetics

Such coefficients are used particularly in

**regression****analysis**. A standardized version of**regression****analysis**is path**analysis**... Path**analysis**includes partial correlations as well as partial**regression**coefficients (the latter are the path coefficients). ... Draper, Norman R.; Smith, Harry (1981). Applied**regression****analysis**(Second ed.). New York: John Wiley & Sons. ISBN 0 471 02995 ... Following the principles of standardized partial**regression**, of which path**analysis**is a pictorially oriented version, Sewall ...###### Partial residual plot

Applied

**Regression****Analysis**(3rd ed.). John Wiley. Cook and Weisberg (1982). Residuals and Influence in**Regression**. Chapman and ... Partial**regression**plot Partial leverage plot Variance inflation factors for a multi-linear fit. Tom Ryan (1997). Modern ... When performing a linear**regression**with a single independent variable, a scatter plot of the response variable against the ... Belsley, Kuh, and Welsch (1980).**Regression**Diagnostics. John Wiley. CS1 maint: Multiple names: authors list (link) Paul ...###### Poisson distribution

Poisson

**regression**and negative binomial**regression**are useful for**analyses**where the dependent (response) variable is the ... A. Colin Cameron; Pravin K. Trivedi (1998).**Regression****Analysis**of Count Data. Retrieved 2013-01-30. (p.5) The law of rare ... 2005). Bayesian Data**Analysis**(2nd ed.). p. 60. Clevenson, M. L.; Zidek, J. V. (1975). "Simultaneous Estimation of the Means of ... On pages 23-25, Bortkiewicz presents his famous**analysis**of "4. Beispiel: Die durch Schlag eines Pferdes im preussischen Heere ...###### Poisson **regression**

In statistics, Poisson

**regression**is a generalized linear model form of**regression****analysis**used to model count data and ... Poisson**regression**creates proportional hazards models, one class of survival**analysis**: see proportional hazards models for ... 1] Cameron, A. C.; Trivedi, P. K. (1998).**Regression****analysis**of count data. Cambridge University Press. ISBN 0-521-63201-3. ... Negative binomial**regression**is a popular generalization of Poisson**regression**because it loosens the highly restrictive ...###### James Durbin

Durbin, J.; Watson, G. S. (1950). "Testing for Serial Correlation in Least Squares

**Regression**: I". Biometrika. Biometrika Trust ... Durbin, J. (2012). Time Series**Analysis**by State Space Methods. Oxford Statistical Science Series. Oxford University Press. ... Time Series**Analysis**by State Space Methods, was published by Oxford University Press in May 2012. His last books were co- ... known particularly for his work on time series**analysis**and serial correlation. The son of a greengrocer, Durbin was born in ...