Theses/Dissertations from 2024
Determinants predicting HIV testing among Filipino women using machine learning models with SMOTE preprocessing, Andrei Joseph Arriola and Francesca Marie Orolfo Salting
Forecasting rice yield with climate variables in Nueva Ecija and Pampanga using mixed-data sampling regression and artificial neural network methods, Anne Gabrielle L. Coronel, Khrystal May B. Diaz, and Earl Godfred V. Velos
Forecasting age-specific mortality rates in the Philippines: A maximum entropy approach using statistical moments, John Carlos V. Dayag, Rani Faith S. Lugtu, and Rafael Lawrence L. Santos
A cost-utility analysis of obeticholic acid treatment and value of information analysis in the Philippines, Jenerose Alcantara Estacio and Chester Paulo Barron Alcala
Investigating potential factors contributing to declining fertility rates in the Philippine regions from 2003 to 2022: A panel data analysis, Madeleine Marie P. Lim, Allein Faith P. Aquino, and Eisen John D. Apatan
A spatial analysis of fatal motor vehicular accidents in Metro Manila, Philippines from 2005 to 2022, Luigi Ablay Mancenido and Emmanuel Schumi Lingao Pinohermoso
Optimization of CO2 emission reduction using evolutionary game theory strategies, Gabriel Kyle Sabado Santiago and Alfonso Karl Trivino Dionisio
A facility location models approach to fire station expansion in Metro Manila, Hans Gilbert B. Subteniente and Marcus Julian L. Gomez
Theses/Dissertations from 2023
Spatiotemporal analysis of actual monthly prices for milkfish, round scad, and tilapia in Philippine provinces from May 2020 to December 2022, Aeram Clester Aguilar Albo, Lance Ramos Fernando, and Catherine Joy Añabeza Villaflor
Feature selection of the determining factors of family income class using FIES results 2018: A random forest approach with recursive feature elimination, cross-validated, Krizzia Mae M. Angue, Keziah Lois M. Cruz, and Jeremy C. Hilomen
Attributes influencing real-estate property prices: A nonparametric bootstrap regression utilizing web-scraped spatial data, Mhico Mhark Saribong Asuncion, Edgard Ivan Capinig Gonzaga, and Julienne Eunice Sy Yu
Using integer linear programming for university class scheduling in the College of Science in De La Salle University, Renier Joshua L. Cruz and Ma. Teresa Angelica M. DeLos Reyes
Econometric modeling of the effect of COVID-19 on ASEAN utility companies’ stock performance and risk profile, Frederico Miguel T. David and Miguel Q. Tabuzo
Poverty classification: A comparative analysis of classification algorithms on poverty in households in the top three richest and poorest regions in the Philippines using the family income and expenditure survey 2021, Jonathan Arthur L. Dy, Chrisha Mae Tan Butardo, and Aaron Anthony Munoz Hernandez
Improving the structure of the Philippine domestic air traffic network, Julianne S. Fundales and Allen Palafox Jordan Jr.
Prediction of daily minimum and maximum temperature measurements in the Greater Manila Area using gaussian process modeling for bias correction and artificial neural network methods, Alyanna Marrielle Cabang Gammad and Jo-Anne April Penullar Mejia
Grade repetition in the Philippines: A multilevel approach, Albert Thimothy Maceren Go, Sergio Miguel Emnur Alcala, and Ma. Gabrielle Villafuerte Plastina
An analysis of crop-livestock systems using strongly connected components and multi-objective optimization, Jose Paolo Olano Guarisma and Ma. Clarisa Ruizo Hilario
On Laplacian centrality of a graph: An exposition, Margaret C. Inguillo
On the sum of k-th powers of the first n positive integers, Jancheska Chyles Malilay Malapascua and Arch Raphael Payang Alix
Modeling the clinical and economic burden of non-alcoholic steatohepatitis in the Philippines, Kiah Khyle Suan Medallo, Lyka Janine Asuncion Bocato, and Carlo Angelo Mabini Angeles
Discriminating the harvesting regions of Philippine coffee and cacao beans using principal component analysis (PCA) and Partial Least Squares - Discriminant Analysis (PLS-DA), Ryan Gabriel T. Tan, Sharlene Cano, and Jack Calvin C. Chua
Theses/Dissertations from 2022
A cointegration analysis on the effect of exchange rate on energy consumption and economic growth in the Philippines, Alyssa Raine Rose Angulo and Kate Louie Aranzaso Javaluyas
Forecasting the Philippines’ GDP growth using long short-term memory neural network regression and mixed-data sampling regression models, Andre Millard M. Arsua and Raphael Matthew D. Azucena
Prophet forecasting and temporal modeling of Covid-19 cases in the Philippines, Mary Colleen A. Bautista and Adrian Joshua B. Nunez
Analyzing spatiotemporal patterns of COVID-19 in the Philippines, Luke Matthews Baetiong Bernardo, Angelo Lowell Buenavista Lim, and Mark Christian Doctora Ramos
Testing the predictive ability of machine learning models for long term investments in cryptocurrency, Enrique V. Calceta and Jefferson R. Datinginoo
Application of the Vector Autoregressive with Exogenous Variable (VARX) framework in modeling and forecasting the growth rate of regular-milled rice price in the Philippines, Grayvqiel Sirach M. Campos, Aimee Jeziel B. Nuñez, and Sophia Loren A. Villanueva
A multivariate time series analysis using vector error correction models in explaining the relationship of financial inclusion and economic growth in the Philippines, Regine Alyana G. Capili and Claribel Jane Mendoza
The relationship between public sentiment and the media on the 2022 national elections in the Philippines using granger causality, Fong-Xiang Gracia Chen and Alyssa Erin Quetingco Gutierrez
Calculating age-specific death rates by sex in the Philippines from life expectancy at birth using the linear link model, Janelle Ong Chua and Kyla Camille Vesagas Ng
On the impact of health protocols in reducing the spread of COVID-19 virus: Analytical approaches through game, reaction network and SEIR models, Sophia Alexandria T. De Leon and Marielle Macaya Salud
Optimal locations of emergency medical tents for pandemic preparedness in Quezon City using facility location models, Lei Di Baroness Tuminez Garganza and Joaquin Miguel Lilam Fuentebella
Designing a regional railway network using an improved gravity model and graph theory approach, Joana Feliz Magtibay Gayeta and John Patrick Diño Jamisola
On the nonexistence of non-convergent Nash equilibria in disapproval voting, Justin Ervin D. Go and Jonathan O. Pinto
Effects of survey weights on the ordinal logistic regression modeling of perceived difficulty in reading comprehension from PISA 2018, Ronald Gerbaud Evangelista Gucyam, Flynt Bernardino Razal, and Mark Lenard Cunanan Tan
Strategic planning using combinatorial game theory on chess endgames, Carlo Miguel Co Jimenez and Antonio Joaquin Idea Palaca
Spatial analysis on the regional and provincial rice prices in the Philippines, Celine Daphne T. Ko, Diorella Mareena F. Ngo, and Jasmine Kate L. Tan
Spatiotemporal modelling of typhoon severity using backfitting cochrane-orcutt estimation, Alexis Margaret Esperanza Magtibay, Aonee Jorvina Reyes, and Mikaela Angela Cariaga Santos
Establishing natural gas sustainability indicators for ASEAN producers through factor analysis on multivariate time series, Aliyah Margaret Villacorta Manito and Melodie Dy Ngo
Determinants of Telecommunication Infrastructure Index (TII) through Geographically Weighted Regression (GWR) in the Philippines, Renz Marquee Calazan Manuel, Jilian Vergara Menor, and Romeo Clarence Carranza Ramos Jr.
A livability evaluation framework using a multi-source data and network science approach – applied to the cities of Bacoor and Makati, Philippines, Deanne Jaimelyn Ang Ong and Richard Lawrence Lance Trinidad Jao
Effectiveness of the Philippine Stock Exchange Index (PSEi) as training dataset in forecasting Philippine stock prices using neural networks, Noriel Kristine Luzanta Sumayo and Nico Rafael Ayo Ting
Laplacian and signless-laplacian energies of closed shadow graphs, Inseok Sung
