explained by the independent variable

USAGE SUMMARY

The phrase "explained by the independent variable" is correct and usable in written English.
It can be used in contexts such as research, statistics, or scientific discussions where you are describing how a dependent variable is influenced or accounted for by an independent variable. Example: "The variation in test scores can be largely explained by the independent variable of study time."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

8 human-written examples

Another interpretation of the R 2 coefficient is that the higher the coefficient of determination, the better the variance that the dependent variable is explained by the independent variable (Larson and Marx 2007).

Petroleum Science

Partial eta squared can range from 0 to 1 and represents the proportion of variance in the dependent variable (acquisition of formulaic sequences) that is explained by the independent variable (type of intervention) (Pallant, 2013).

Asian-Pacific Journal of Second and Foreign Language Education

This adjustment removes the variance from each probe that is linearly explained by the independent variable.

BMC Medical Genomics

Partial eta squared value indicates how much of the variance in the dependent variable is explained by the independent variable.

BMC Ophthalmology

Eta squared ranges from 0 to 1 and represents the proportion of variance in the dependent variable explained by the independent variable [ 29].

BMC Pregnancy and Childbirth

R (R-squared, the coefficient of determination): percentage of the sample response variation in dependent variable that is explained by the independent variable.

BMC Psychiatry

Human-verified similar examples from authoritative sources

Similar Expressions

52 human-written examples

The explained variance by the independent variables equals 0.43.

Health Care Management Science

After adjusting for clustering the model suggests that 38.4% of the variability is explained by the independent variables.

BMC Family Practice

Nagelkerke R2 is an pseudo R2 which summarizes how much of the variability of the depended variable is successfully explained by the independent variables.

Health Economics Review

The R-square for our multivariable models was very low (R-square = 0.06), indicating that most of the variability in herd mastitis rate could not be explained by the independent variables that we measured on our management questionnaire.

Acta Veterinaria Scandinavica

At night, fewer patterns could be explained by the independent variables in the model.

Estuarine, Coastal and Shelf Science

Expert writing Tips

Best practice

When using "explained by the independent variable", ensure that your study design clearly supports a causal or predictive relationship between the variables. Avoid implying causation without sufficient evidence.

Common error

Do not assume that because a dependent variable's variance is "explained by the independent variable", that the independent variable is the sole cause. Other factors might be at play; acknowledge potential confounding variables.

Linguistic Context

The phrase "explained by the independent variable" functions as a descriptor of statistical relationships. It signifies the portion of variance in a dependent variable that can be attributed to or predicted by an independent variable, as confirmed by Ludwig.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

The phrase "explained by the independent variable" is a grammatically correct expression commonly used in scientific and academic writing to describe the extent to which an independent variable accounts for the variance in a dependent variable. Ludwig AI validates its correct usage. Although less frequent than other statistical terms, its meaning is precise, and it is mostly found in scientific contexts. Remember to avoid implying causation without proper evidence, and recognize there may be other factors that contribute to the variance.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

accounted for by the predictor variable

Replaces "explained" with "accounted for" and "independent variable" with "predictor variable" maintaining the meaning.

attributed to the independent variable

Substitutes "explained by" with "attributed to", emphasizing a causal relationship.

determined by the independent variable

Replaces "explained by" with "determined by", suggesting a stronger influence.

predicted by the independent variable

Uses "predicted by" instead of "explained by", focusing on forecasting ability.

variance explained by the predictor

Rephrases to emphasize variance directly and uses "predictor".

variance attributed to the independent factor

Focuses on variance and uses "independent factor".

dependent variable influenced by the independent variable

Rephrases to highlight the influence on the dependent variable.

effect of the independent variable on the dependent variable

Focuses on effect and changes the structure.

the independent variable's explanatory power

Nominalizes the phrase, focusing on the power of explanation.

the degree to which the independent variable accounts for the dependent variable

Explains in details that independent variable account for the dependent one.

FAQs

How can I use "explained by the independent variable" in a sentence?

This phrase is typically used in research or statistical contexts. For instance, "The increase in sales was largely "explained by the independent variable" of marketing expenditure."

What are some alternatives to "explained by the independent variable"?

Consider using phrases like "accounted for by the predictor variable", "attributed to the independent variable", or "determined by the independent variable depending on the specific nuance you intend to convey.

What does it mean when variance is "explained by the independent variable"?

It means that changes in the independent variable are associated with changes in the dependent variable, and the independent variable statistically accounts for a portion of the variability observed in the dependent variable.

Is it correct to say "explained by the independent variable"?

Yes, this phrase is grammatically correct and commonly used in academic and scientific writing to describe the relationship between variables in statistical models. Ludwig AI confirms its usability in various contexts.