Thesis

Adinata, Kenji Nicholas (2024) Analisis keterhubungan indeks saham negara ASEAN sebelum dan selama COVID-19 = Analysis of the connectedness between ASEAN countries stock indexes before and during COVID-19. Bachelor thesis, Universitas Pelita Harapan.

Aileen, Aurelia Wong (2024) Analisis perbandingan prediksi financial distress menggunakan lasso logistic regression, naive bayes, dan random forest = Comparative analysis of financial distress prediction using lasso logistic regression, naïve bayes, and random forest. Bachelor thesis, Universitas Pelita Harapan.

Aileen, Vanessa (2024) Perhitungan cadangan klaim inccured but not reported (IBNR) menggunakan metode generalized linear model (GLM) dan copula = Incurred but not reported (IBNR) claim reserving using generalized linear model (GLM) and copula. Bachelor thesis, Universitas Pelita Harapan.

Altrawidadi, Fabianus (2024) Penentuan premi asuransi bencana alam dengan metode Buhlmann-Straub, sistem subsidi, dan sistem subsidi silang di Indonesia. Bachelor thesis, Universitas Pelita Harapan.

Budhyanto, Johana Daniella (2024) Membangun pemodelan kerugian dengan menggunakan generalized linear mixed models untuk asuransi kendaraan bermotor = Modeling vehicle insurance losses using generalized linear mixed models. Bachelor thesis, Universitas Pelita Harapan.

Buntaran, Carmen Ibanez Indrawati (2024) Pemodelan ratemaking asuransi kendaraan bermotor menggunakan metode regresi copula dan metode generalized linear model = Modeling motor vehicle insurance ratemaking using copula regression and generalized linear model. Bachelor thesis, Universitas Pelita Harapan.

Calista, Evelyn (2024) Prediksi harapan hidup berdasarkan jenis kelamin dan daerah tempat tinggal di empat negara berkembang ASEAN dengan metode ARIMAX, RIDGE, dan LASSO. Bachelor thesis, Universitas Pelita Harapan.

Christabel, Gabriela Heidy (2024) Prediksi tingkat pengangguran dengan ARIMA dan SARIMA = Unemployment rate prediction using ARIMA and SARIMA. Bachelor thesis, Universitas Pelita Harapan.

Darmawan, Anak Agung Ayu Diva Shanty (2024) Penggunaan metode optimized random forest dalam menganalisis prediksi tren saham Indonesia = The use of optimized random forest method in analyzing the prediction of stock trends in Indonesia. Bachelor thesis, Universitas Pelita Harapan.

Dharmaningrat, I Made Adhi (2024) Analisis prediktif volatilitas indeks harga saham gabungan menggunakan garch dan lstm dengan pendekatan volume-up strategy = Predictive analysis of Indonesia composite index volatility using garch and lstm with the volume-up strategy approach. Bachelor thesis, Universitas Pelita Harapan.

Dominique, Nancy Nikentary (2024) Perhitungan premi asuransi kendaraan bermotor berdasarkan jenis jaminan dengan model multivariate Poisson regression = Premium pricing for vehicle insurance based on type of coverage using multivariate Poisson regression model. Bachelor thesis, Universitas Pelita Harapan.

Effendi, Kezia Natalia (2024) Aplikasi pembelajaran mesin random forest dan extreme gradient boosting (xgboost) pada perilaku konsumen online dalam wilayah Jabodetabek = Application of random forest and extreme gradient boosting (xgboost) machine learning on online consumer behavior in the Jabodetabek area. Bachelor thesis, Universitas Pelita Harapan.

Ekanugraha, Zefanya Aditya Sabat (2024) Perbandingan metode monte carlo dan quasi monte carlo dalam menghitung opsi Asia = Comprehensive comparison of monte carlo simulation and quasi monte carlo simulation for pricing Asian options. Bachelor thesis, Universitas Pelita Harapan.

Gabriela, Arnetta (2024) Penerapan dan analisis metode ARIMAX pada penyakit demam berdarah di benua amerika = Implementation and analysis of the ARIMAX method for dengue fever in the americas. Bachelor thesis, Universitas Pelita Harapan.

Halim, Celine Pricellia (2024) Perbandingan hasil prediksi metode random forest dan support vector regression dalam memprediksi harga emas = Comparison of prediction results between random forest and support vector regression methods in predicting gold prices. Bachelor thesis, Universitas Pelita Harapan.

Huang, Karin Nathania (2024) West texas intermediate crude oil price prediction using arima and lstm models = Prediksi harga minyak mentah west texas intermediate dengan menggunakan model arima dan lstm. Bachelor thesis, Universitas Pelita Harapan.

Kunardi, Carinn (2024) Perbandingan metode ann dan mda untuk memprediksi financial distress pada perusahaan sektor perindustrian di Indonesia = Comparison of ann and mda methods for predicting financial distress in industrial sector companies in Indonesia. Bachelor thesis, Universitas Pelita Harapan.

Laurent, Chelsea Venusha (2024) Analisis pengaruh faktor cuaca dan sosial ekonomi terhadap penyebaran demam dengue pada negara di benua Amerika = Analyzing the influence of weather and socio-economic factors on the spread of dengue fever in countries in the Americas. Bachelor thesis, Universitas Pelita Harapan.

Leodinata, Elisse (2024) Prediksi peluang kejadian gempa bumi di Aceh dengan Poisson Hidden Markov Model = Predicting earthquake probabilites in Aceh using the Poisson Hidden Markov Model. Bachelor thesis, Universitas Pelita Harapan.

Natasha, Zerlina (2024) Prediksi harga rumah dengan metode regresi linear berganda dan random forest = Predicting housing prices with multiple linear regression and random forest. Bachelor thesis, Universitas Pelita Harapan.

Ng, Malvin (2024) Estimasi cadangan klaim perawatan medis menggunakan metode Benktander, Neuhaus, dan optimal Benktander = Medical claim reserving using Benktander, Neuhaus and optimal Benktander. Bachelor thesis, Universitas Pelita Harapan.

Rangkang, Divania Pruesten Shallom (2024) Analisis prediksi pengaruh tingkat wanprestasi 90 hari (TWP90) di Indonesia menggunakan panel regression dan dynamic panel regression = Analysis and predicting impact of 90-day default rate in Indonesia using panel regression and dynamic panel regression. Bachelor thesis, Universitas Pelita Harapan.

Remetwa, Daud Padut Aritiran (2024) Analisis parameter long short-term memory dalam memprediksi ihsg (indeks harga saham gabungan) = Analysis of parameters of long short-term memory in predicting ihsg (composite stock price index). Bachelor thesis, Universitas Pelita Harapan.

Samsul, Justin (2024) Estimasi paramterer persamaan diferensial biasa dengan menggunakan metode kuadrat terkecil = Estimating parameters of ordinary diferensial equations using least squares method. Bachelor thesis, Universitas Pelita Harapan.

Satyawan, Elisa (2024) Prediksi harga emas menggunakan support vector regression dan random forest regression = Gold price prediction using support vector regression and random forest regression. Bachelor thesis, Universitas Pelita Harapan.

Siswanto, Marcel (2024) Analisis mediasi efisiensi profit dan diversifikasi pendapatan pada pengaruh intellectual capital terhadap kinerja keuangan: studi pada sektor perbankan di Indonesia = Mediation analysis of profit efficiency and income diversification on the influence of intellectual capital on financial performance: a study in the banking sector of Indonesia. Bachelor thesis, Universitas Pelita Harapan.

Steven, Kevin (2024) Analisis dampak bencana alam terhadap perusahaan asuransi dan pasar saham = Analysis of the impact of natural disasters on insurance company shares and the stock market. Bachelor thesis, Universitas Pelita Harapan.

Suharso, Louis Jack Anthony (2024) Pemodelan dan simulasi asuransi siber korporat = Modeling and simulation of corporate cyber insurance. Bachelor thesis, Universitas Pelita Harapan.

Suryaputri, Regina Maureen (2024) Perbandingan hasil clustering menggunakan metode k-means, Gaussian mixture models, dan support vector machine pada sektor listrik negara. Bachelor thesis, Universitas Pelita Harapan.

Sutardiman, Mario (2024) Aplikasi quantile regression untuk perhitungan premi asuransi kendaraan bermotor menggunakan quantile premium principle = Application of quantile regression for the calculation of vehicle insurance premium using quantile premium principle. Bachelor thesis, Universitas Pelita Harapan.

Tauhalomoan, Patrick Mangara (2024) Analisis prediktif harga saham dengan menggunakan metode arima dan arima-lstm = Predictive analysis of stock prices using arima and arima-lstm methods. Bachelor thesis, Universitas Pelita Harapan.

Utomo, Jennifer (2024) Penyelesaian persamaan diferensial parsial Black-Scholes dengan physics-informed neural network = Solving partial differential equation Black-Scholes using physics-informed neural network. Bachelor thesis, Universitas Pelita Harapan.

Vannessa, Dhevinta (2024) Perbandingan kinerja model machine learning dalam memprediksi harga minyak mentah Brent = Comparison of machine learning model perfrormance in forecasting Brent crude oil prices. Bachelor thesis, Universitas Pelita Harapan.

Wijaya, Angeline Putri (2024) Perhitungan harga opsi Asia dengan model jump diffusion menggunakan Monte Carlo antithetic variates dan control variates = Asian option pricing with jump diffusion model using Monte Carlo antithetic variates and control variates. Bachelor thesis, Universitas Pelita Harapan.

Yoel, Hosea (2024) Penetapan harga premi dan cadangan premi asuransi jiwa dengan faktor penyakit malaria sebagai penyebab kematian = Determination of premium pricing and reserve for life insurance with malaria as a cause of death. Bachelor thesis, Universitas Pelita Harapan.