Sentences with word «logit»

Finally, the effect of gender on future expectations is tested by a set of multivariate logit regression models with the various proxies for future expectations as the dependent variable and gender and a set of socioeconomic control variables as the independent variables.

A cumulative logit function was used to estimate the model parameters via the generalized estimating equations.31 The dependence of responses within clusters was specified using an exchangable working correlation structure.

Second, the hypothesized relation between depression and hope for the future is investigated with a multivariate logit regression model with the former as the dependent and the latter as the independent variables.

McFadden, D.: 1974, Frontiers in Econometrics, Academic Press, chapter Conditional Logit Analysis of Qualitative Choice Behavior, pp. 105 — 142.

[1] Technical details: I ran a conditional logit model with total candidate spending and interactions between Labour and Conservative spending (there is not enough variation on the outcome for other parties — the Liberal Democrats and UKIP did not win any Police Commissionerships — to include interaction terms for them so they are bundled together with the other minor parties and independents.

Using longitudinal data from Miami - Dade spanning six school years, augmented with survey responses from TFA's own Alumni Survey for cohorts placed in the Miami region, we use Cox proportional hazards models and multinomial logit decision models in a modified difference - in - difference (DD) framework.

In this way, researchers have developed a competition model − considering the multimodal competition between aerial transport and high - speed trains and the aerial competition between legacy companies and low - cost companies − that uses a nested logit model that captures the impacts of the decisions taken by aerial companies on passenger demand.

Dynamic Translog and Linear Logit Models: a Factor Demand Analysis of Interfuel Substitution in Us Industrial Energy Demand

Hensher, D. A. and Greene, W. H.: 2003, A latent class model for discrete choice analysis: contrasts with mixed logit, Transportation Research Part B 37, 681 — 698.

Logit specifications were used in multivariate comparisons to control for a set of covariates.

To accomplish this, a univariate logit regression model is applied with a dichotomous variable for self - reported depression symptoms as the dependent variable and a dichotomous variable for gender as the independent.

For these analyses, we converted the prevalence estimates to logit event rates, and retransformed them to percentages after analysis to facilitate reporting and interpretation.

We used Rasch analysis to develop logit scores that help us understand how difficult each skill was for students compared to other skills in that competency.

This study utilizes an econometric approach based on univariate and multivariate logit regressions with heteroscedasticity robust standard errors.

I'll also note the SDA includes other tools besides crosstabs — also comparative means, correlations, and logit / probit regression.

We evaluated the assumption of linearity imposed by the logit model by plotting the log odds of postpartum depression by levels of our ordinal variables.

Using the same data a logit regression model improves the predictive power of local elections to tell us who will win the most votes at the next general election, making correct predictions 86.21 % of the time.

The research applied Multivariate Regression Analysis combined with a Logit Model to the real data to identify statistically significant factors that have influenced voting preference simultaneously as well as the odds ratio in favour of Leave.

All three systems — multinomial logit regression, dynamic signal extraction and the University's refined binary logit model — use the technique of logistic regression to analyse various indicators, such as a country's exposure to debt, foreign trade, domestic growth and government expenditure.

Differences between proportions available and consumed by sex and year were tested first with a simple comparison of proportions, and subsequently with a GLZ (binomial distribution and a logit link function).

Discrete - time multinomial - logit - hazard model estimates indicate that classroom characteristics play a larger role than school average student characteristics in determining teacher mobility.

Logit (natural log - odds) of the percentage proficient for all students, reading and math, across grades.

Logit used to make extremes on proficiency rates more important than differences in the middle of the range.

With a logit transformation, the gaming - the - system «value» of setting low cut scores for achievement bands is diminished.)

We compare and contrast two popular dynamic flexible functional forms for cost functions, the translog and the logit (Considine, 1990), using data on US industrial energy demand from 1960 to 1992

These GEE - GLMs were conducted with the «logit» link and a binomial error distribution.

Mediation is suggested if adding the mediator substantially attenuates the logit estimates for the distal variable.

Confidence intervals were calculated with the Logit approximation.