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The Problem of Autocorrelation in Regression Analysis

Data up to Jan 2025

Published1954
Citations54
References69

Total Citations Per Year

Abstract

References (69)

TESTING FOR SERIAL CORRELATION IN LEAST SQUARES REGRESSION. II

1951 • 3,595 citations

Why do we Sometimes get Nonsense-Correlations between Time-Series?--A Study in Sampling and the Nature of Time-Series

1926 • 1,191 citations

Distribution of the Ratio of the Mean Square Successive Difference to the Variance

1941 • 905 citations

IV.—On Least Squares and Linear Combination of Observations

1936 • 840 citations

On the Theoretical Specification and Sampling Properties of Autocorrelated Time-Series

1946 • 819 citations

On the Statistical Treatment of Linear Stochastic Difference Equations

1943 • 782 citations

Approximate Tests of Correlation in Time-Series

1949 • 764 citations

The Advanced Theory of Statistics

1947 • 757 citations

A Study in the Analysis of Stationary Time Series

1955 • 705 citations

Tests of significance in harmonic analysis

1929 • 656 citations

A Study in Analysis of Stationary Time Series.

1939 • 597 citations

The Mean Square Successive Difference

1941 • 509 citations

Statistical Inference in Dynamic Economic Models

1950 • 480 citations

Distribution of the Serial Correlation Coefficient

1942 • 456 citations

Some Consequences When the Assumptions for the Analysis of Variance are not Satisfied

1947 • 397 citations

A test for the serial independence of residuals

1950 • 368 citations

Hypothesis Testing in Time Series Analysis.

1951 • 356 citations

An Exact Test for Randomness in the Non-Parametric Case Based on Serial Correlation

1943 • 352 citations

Approximate tests of correlation in time-series 3

1949 • 291 citations

SERIAL CORRELATION IN REGRESSION ANALYSIS. I

1955 • 198 citations

Statistical Inference in Dynamic Economic Models

1951 • 194 citations

Some Aspects of the Time-Correlation Problem in Regard to Tests of Significance

1935 • 184 citations

Some Aspects of the Time-Correlation Problem in Regard to Tests of Significance

1935 • 145 citations

On the theory of testing serial correlation

1948 • 145 citations

A Study of the Autoregressive Nature of the Time Series Used for Tinbergen’s Model of the Economic System of the United States, 1919-1932

1948 • 139 citations

On Randomness in Ordered Sequences

1941 • 133 citations

Serial Correlation and Quadratic Forms in Normal Variables

1942 • 116 citations

The Advanced Theory of Statistics.

1947 • 106 citations

The Analysis of Market Demand

1945 • 105 citations

The Use of Econometric Models as a Guide to Economic Policy

1947 • 104 citations

A Large‐Sample Test for the Goodness of Fit of Autoregressive Schemes

1947 • 103 citations

Significance Levels for the Ratio of the Mean Square Successive Difference to the Variance

1942 • 93 citations

Time Series Significance Tests Based on Signs of Differences

1943 • 90 citations

A Large-Sample Test for the Goodness of Fit of Autoregressive Schemes

1947 • 87 citations

Tabulation of the Probabilities for the Ratio of the Mean Square Successive Difference to the Variance

1942 • 84 citations

A Significance Test for Time Series Analysis

1941 • 77 citations

On the Time‐Correlation Problem, with Especial Reference to the Variate‐Difference Correlation Method

1921 • 72 citations

Exact Tests of Serial Correlation using Noncircular Statistics

1951 • 66 citations

A Further Remark Concerning the Distribution of the Ratio of the Mean Square Successive Difference to the Variance

1942 • 65 citations

Further Contributions to the Problem of Serial Correlation

1944 • 63 citations

Distribution of the Circular Serial Correlation Coefficient for Residuals from a Fitted Fourier Series

1950 • 59 citations

SOME THEOREMS ON TIME SERIES. I

1947 • 57 citations

Most Powerful Tests of Composite Hypotheses. I. Normal Distributions

1948 • 56 citations

A Sampling Study of the Merits of Auto-Regressive and Reduced form Transformations in Regression Analysis

1949 • 56 citations

Sampling Theory Applied to Autoregressive Sequences

1948 • 49 citations

Extensions of Quenouille’s Test for Autoregressive Schemes

1950 • 47 citations

Distribution of the Serial Correlation Coefficient in a Circularly Correlated Universe

1947 • 44 citations

TESTING THE SIGNIFICANCE OF CORRELATION BETWEEN TIME SERIES

1948 • 43 citations

Most Powerful Tests of Composite Hypotheses. I. Normal Distributions

2011 • 40 citations

Moments of the Ratio of the Mean Square Successive Difference to the Mean Square Difference in Samples From a Normal Universe

1941 • 40 citations

A Large-Sample Test for Moving Averages

1949 • 37 citations

ON AUTOREGRESSIVE TIME SERIES

1944 • 35 citations

The Joint Distribution of Serial Correlation Coefficients

1949 • 35 citations

Cricket Scores and Some Skew Correlation Distributions: (An Arithmetical Study)

1945 • 33 citations

The Periodogram of American Business Activity

1934 • 31 citations

Note on a Generalization of the Large Sample Goodness of Fit Test for Linear Autoregressive Schemes

1950 • 29 citations

Note on the Distribution of the Serial Correlation Coefficient

1945 • 22 citations

Review of the international statistical institute

1970 • 21 citations

A Significance Test for Time Series Analysis

1941 • 20 citations

On the Distribution of the Serial Correlation Coefficient

1945 • 20 citations

Time Series Significance Tests Based on Signs of Differences

1943 • 20 citations

SOME RESULTS IN THE TESTING OF SERIAL CORRELATION COEFFICIENTS

1948 • 17 citations

On Optimum Tests of Composite Hypotheses with One Constraint

1947 • 16 citations

On the Asymptotic Distributions of Certain Statistics Used in Testing the Independence Between Successive Observations from a Normal Population

1946 • 15 citations

Some Instruments for the Analysis of Time Series and Their Application to Textile Research

1946 • 15 citations

On Optimum Tests of Composite Hypotheses With one Constraint

2011 • 13 citations

A method of estimating the parameters of an autoregressive time-series

1950 • 11 citations

Random Processes in Problems of Air Warfare

1946 • 9 citations

Serial correlation in the analysis of time series

1941 • 3 citations

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The Problem of Autocorrelation in Regression Analysis (1954) – Journal of the American Statistical Association | Metascience Observatory Explorer