How to interpret correlation values
[DOC File]Rule of Thumb for Interpreting the Size of a Correlation ...
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Rule of Thumb for Interpreting the Size of a Correlation Coefficient Size of Correlation Interpretation .90 to 1.00 (-.90 to –1.00) Very high positive (negative) correlation .70 to .90 (-.70 to -.90) High positive (negative) correlation .50 to .70 (-.50 to -.70) Moderate positive (negative) correlation .30 to .50 (-.30 to -.50) Low positive (negative) correlation .00 to .30 (.00 to -.30 ...
[DOC File]How to interprete the minitab output of a regression analysis:
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Pearson correlation of Day and Weight = -0.998. P-Value = 0.000. This tells us that the sample estimates of Pearson correlation of Day and Weight is -0.998 based on 14 observations. When test for significance, a low p-value rejects the null that rho=0 and we conclude that …
[DOC File]A correlation exists between two quantitative variables ...
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(1) if the correlation coefficient is significant . AND (2) if you verified by looking at the graph that a line looks to be an appropriate fit for the data . AND (3) if the x values you are using as the input for the prediction are between (or equal to) the minimum and maximum x values in the observed data. EXAMPLE 8 REVISITED
[DOC File]Worksheet on Correlation and Regression
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Worksheet for Correlation and Regression (February 1, 2013). Part 1. Consider the following hypothetical data set. Here are data from four students on their Quiz 1 scores and their Quiz 5 scores and a graph where we connected the points by a line.
[DOC File]A fitted value is simply another name for a predicted ...
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, like the coefficient of correlation, describes the strength of a relationship, but has a more concrete interpretation. . SST. is the total sum of squared deviations about . SSE. is the total sum of squared deviations about the regression line . . SSR. is the total sum of squared deviations due to regression, i.e.
[DOC File]UNDERSTANDING THE PEARSON CORRELATION …
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Understanding the Pearson Correlation Coefficient (r) The Pearson product-moment correlation coefficient (r) assesses the degree that quantitative variables are linearly related in a sample. Each individual or case must have scores on two quantitative variables (i.e., continuous variables measured on the interval or ratio scales).
[DOC File]Correlation and Simple Regression
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The correlation coefficient can also be expressed as the mean of the products of the standardized scores. Later, in regression, this becomes a useful perception because regression with standardized scores/variables is simpler to interpret. The . Population Correlation Coefficient . is symbolized as the small Greek letter ρ (rho).
[DOC File]Preparation for the Story Problem portion Quiz #1
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we would interpret this "non-significant" correlation to mean there is no linear relationship between the variables -- that's what H0: testing means (a couple acknowledged the non-significance and then interpreted the correlation, based on the idea the effect size wasn't trivial -- that's OK, but may get punished in research reports!
[DOC File]CORRELATION ANALYSIS
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(F) What is the range of possible values for r? (G) Interpret a correlation coefficient of 0.79. (Assume data are linear.) (H) A correlation coefficient of -0.25 indicates a _____ _____ correlation. (I) Why not calculate r when data are not linear? (J) Does the population need to be bivariate normal to describe correlation with r?
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