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What test assess two ordinal variables?

spearman rhos


What is the definition of chisquare?

Chi-square is a statistic used to assess the degree of the relationship and degree of association between two nominal variables


What is the ability to neutralize the effect of one variable in order to assess the relationship between two other variables?

makeing the correlation spurious


What statistical test is used when considering the correlation relationship between two variables?

The Pearson correlation coefficient is commonly used to assess the linear relationship between two continuous variables. If the data does not meet the assumptions of normality, the Spearman rank correlation can be utilized as a non-parametric alternative. Both tests provide insights into the strength and direction of the correlation between the variables.


What graphical technique should be used to display a correlation?

A scatter plot is a graphical technique commonly used to display correlations between two variables. It allows you to visually observe the relationship between the variables and assess the strength and direction of the correlation.


To be valid an experiment must not include?

To be valid, an experiment must not include bias, confounding variables, or unreliable measures in order to accurately assess the cause-and-effect relationship between variables.


Is the relationship between the variables additive or multiplicative?

To determine if the relationship between variables is additive or multiplicative, you need to analyze how changes in one variable affect the other. An additive relationship suggests that a change in one variable results in a constant change in the other, while a multiplicative relationship indicates that the change in one variable affects the other by a proportion or factor. You can often assess this by examining the form of the data or the results of regression analysis. If the interaction between variables can be described using addition, it's additive; if it involves multiplication, it's multiplicative.


Can A correlation matrix can be used to assess multicollinearity between independent variables?

yes


When to use Spearman Rho?

Spearman's Rho is used when you want to assess the strength and direction of a monotonic relationship between two variables that may not necessarily be normally distributed. It is particularly useful for ordinal data or when the assumptions of parametric tests, like Pearson's correlation, are violated. Additionally, it is appropriate when dealing with small sample sizes or when the data contains outliers, as it is less sensitive to these issues.


Why is ANOVA used for interval and ratio level data only and not used for nominal or ordinal level data?

ANOVA (Analysis of Variance) is used for interval and ratio level data because it relies on the assumption that the data is continuous and normally distributed, allowing for meaningful calculations of means and variances. Nominal and ordinal data do not meet these criteria; nominal data consists of categorical variables without a numerical relationship, while ordinal data has a ranked order but does not provide equal intervals between ranks. Consequently, ANOVA is not appropriate for these data types as it cannot accurately assess differences in means or variances.


When do you use colleration?

Correlation is used to assess the strength and direction of a relationship between two variables. It is helpful when you want to determine if and how two variables are related to each other, but it does not imply causation. Correlation analysis is commonly used in research, statistics, and data analysis to understand patterns and associations between variables.


What is the relationship between motivation theory and the practice of management?

Assess The Relationship Between Motivation Theory And The Practice Of Management