プロフィール詳細

プロジェクトを作成

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ThankGod J.に依頼

Nigeria

Freelance Statistician and Data Analyst | Expert in SPPS | ML | Python

プロフィール概要

I am a statistician and PhD candidate specialising in survival analysis, biostatistics, and hybrid machine learning models applied to clinical and economic data. I hold a BSc and MSc in Statistics and serve as a Lecturer in the Department of Statistics at Federal University Wukari, Nigeria. My doctoral research develops a Hybrid Semi-Markov-Transformer model for cervical cancer survival prediction, combining deep learning with stochastic processes to address extreme missingness and cross-context validation challenges. The model is trained on approximately 30,000 SEER patient records and externally validated on clinical data from National Hospital Abuja. Beyond survival analysis, I have published work in time series forecasting, implementing hybrid BiLSTM with jump-diffusion processes and structural break detection on macroeconomic data. I work in R and Python, with experience across Cox proportional hazards models, Kaplan-Meier estimation, Semi-Markov chains, LSTM architectures, and Bayesian methods. I assist researchers with manuscript statistical sections, model validation, result interpretation, and publication-ready output. I have five peer-reviewed publications and maintain reproducible code repositories on GitHub. Services offered: survival analysis, biostatistical consulting, clinical data analysis, time series modelling, machine learning model development, dissertation and manuscript statistical support.

専門分野

• ☆ Biostatistics
• ☆ Python
• ☆ SPSS
• ☆ Tensorflow
• ☆ R
• ☆ Scikit-learn
• ☆ Clinical Trials
• ☆ Clinical Trial Design
• ☆ Clinical Data Management
• ☆ Clinical Trials Data Analysis
• ☆ Preventive Medicine
• ☆ Women's Health
• ☆ Breast Cancer
• ☆ Ovarian Cancer
• ☆ Obstetrics & Gynecology
• ☆ Cancer Research
• ☆ Cancer Biology
• ☆ Carcinogenesis

サービス

• Data & AI

Data & AI Predictive Modeling, Statistical Analysis, Image Analysis, Algorithm Design-ML, Data Visualization

職務経験

Lecturer II

Federal University Wukari

- 現在

学歴

PhD (Statistics)

Modibbo Adama University of Technology

10月 2025 - 現在

Masters of Technology (Statistics)

Federal University of Technology Minna

11月 2019 - 6月 2023

Bachelors Degree (Statistics)

Taraba State University

12月 2011 - 10月 2016

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Joshua ThankGod, Emmanuel Fidel Ononuju, Audu Isah (2025). Application of Time Series Decomposition Techniques of Admission Patterns in Orphanage Homes . Journal of Multidisciplinary Science: MIKAILALSYS.

ThankGod Joshua, Audu Isah, A. Ibrahim, Usman Abdullahi, Mohammed Lawan Danyaro (2023). COMPARATIVE ANALYSIS OF GEOMETRIC BROWNIAN MOTION, ARTIFICIAL NEURAL NETWORK AND NAIVE BAYESIAN TECHNIQUES USING NIGERIA STOCK EXCHANGE DATA . FUDMA JOURNAL OF SCIENCES.