GitHub

Mortgage Risk Forecasting Across Changing Interest-Rate Environments

Forecasting mortgage prepayment and serious delinquency at origination across interest-rate regimes (Freddie Mac SFLLD, Python + DuckDB SQL, LightGBM, competing-risks survival) - ...
GitHub

README.md

Forecasting mortgage prepayment and serious delinquency at origination across interest-rate regimes (Freddie Mac SFLLD, Python + DuckDB SQL, LightGBM, competing-risks survival) - ...
casrai.org

Multinomial Distribution: Formula, Worked Example and Code

The multinomial distribution gives the probability of observing a particular set of counts when you run a fixed number of independent trials and each trial lands in exactly one of several categories.

Part 7: Naive Bayes — Multiplying Evidence

From Mechanisms with Math and Python" Part 7← Previous Part 6: Classification Evaluation Metrics — Accuracy Is Not Enough　／　Next → Part 8: Support Vector Machines — Maximizing the MarginSeries Top (Ta ...
Frontiers

Uncovering heterogeneity in South African students’ mathematics competence: latent profile analysis and multinomial logistic regression

Mathematics competence is multidimensional, and students may demonstrate different patterns of performance across mathematical content and cognitive domains. This study examined heterogeneity in ...
casrai.org

Multinomial Logistic Regression: Setup and Interpretation

Binary logistic regression gives you one odds ratio per predictor. Multinomial logistic regression gives you a whole set of them — one full set of coefficients for every outcome category except a ...
PNAS

Comparing variable selection and model averaging methods for logistic regression

Logistic regression is a statistical method used to model binary outcome variables, such as whether a patient recovers or not, using a set of predictors. There are many competing methods for ...
ArchDaily

Logistics Landscapes: The Architecture of the 24-Hour Supply Chain

At the edge of most cities, beyond the ring roads and interchanges, a different kind of architecture is taking shape. It is not designed to be seen, visited, or remembered. It does not gather people; ...
Scientific Research Publishing

Poursheikhali Asgary, M., Jahandideh, S., Abdolmaleki, P. and Kazemnejad, A. (2007) Analysis and Identification of β-Turn Types Using Multinomial Logistic Regression and ...

ABSTRACT: Automatic detection of cognitive distortions from short written text could support large-scale mental-health screening and digital cognitive-behavioural therapy (CBT). Many recent approaches ...
scirp.net

Determinants of SMEs’ Access to Microfinance Credit in Lubumbashi: An Analysis Based on Multinomial Logistic Regression ()

1 Faculty of Economics and Management, University of Lubumbashi, Lubumbashi, Democratic Republic of the Congo. 2 Faculty of Management Sciences, Nouveaux Horizons University, Lubumbashi, Democratic ...
howtogeek

Regression in Python: How to Find Relationships in Your Data

David has been lifelong fan of technology who loves putting his passion into words. A journalist by training, he discovered the power of Unix-like operating systems when learning how to edit video on ...