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𝗜 𝗮𝗺 𝗮 𝘁𝗼𝗽-𝗿𝗮𝘁𝗲𝗱 𝗾𝘂𝗮𝗻𝘁𝗶𝘁𝗮𝘁𝗶𝘃𝗲 𝗮𝗻𝗮𝗹𝘆𝘀𝘁 𝘄𝗶𝘁𝗵 5+ 𝘆𝗲𝗮𝗿𝘀 𝗼𝗳 𝗲𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲 𝗶𝗻 𝗲𝗰𝗼𝗻𝗼𝗺𝗲𝘁𝗿𝗶𝗰𝘀, 𝗯𝗶𝗼𝘀𝘁𝗮𝘁𝗶𝘀𝘁𝗶𝗰𝘀, 𝘀𝘁𝗮𝘁𝗶𝘀𝘁𝗶𝗰𝗮𝗹 𝗮𝗻𝗮𝗹𝘆𝘀𝗶𝘀, 𝗮𝗻𝗱 𝗳𝗼𝗿𝗲𝗰𝗮𝘀𝘁𝗶𝗻𝗴 𝘂𝘀𝗶𝗻𝗴 𝗥, 𝗦𝘁𝗮𝘁𝗮, 𝗦𝗣𝗦𝗦, 𝗮𝗻𝗱 𝗘𝘅𝗰𝗲𝗹. I help researchers, businesses, and healthcare professionals turn complex data into clear, reliable, and actionable insights through rigorous statistical modeling, reproducible analysis, and publication-ready reporting. My approach goes beyond running tests. I focus on selecting the right methodology, validating assumptions, and delivering results that stand up in academic, clinical, and professional environments. Most data problems aren't solved by running more tests; they're solved by asking the right questions first. That's where I come in. * 𝗧𝗼𝗽 𝗥𝗮𝘁𝗲𝗱 𝗼𝗻 𝗨𝗽𝘄𝗼𝗿𝗸 * 46+ 𝗰𝗼𝗺𝗽𝗹𝗲𝘁𝗲𝗱 𝗽𝗿𝗼𝗷𝗲𝗰𝘁𝘀 * 100% 𝗝𝗼𝗯 𝗦𝘂𝗰𝗰𝗲𝘀𝘀 𝗦𝗰𝗼𝗿𝗲 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗲𝗱: 𝗗𝗮𝘁𝗮 𝗩𝗶𝘀𝘂𝗮𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻 𝘄𝗶𝘁𝗵 𝗥 (𝗜𝗕𝗠) * 𝗥 𝗳𝗼𝗿 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 (𝗜𝗕𝗠) | 𝗚𝗼𝗼𝗴𝗹𝗲 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 What I do for you: → Statistics, Econometrics & Quantitative Research → Data Analysis, Statistical Analysis & Data Modeling → R Programming, Statistical Computing & Data Visualization → Stata, IBM SPSS, Python & Reproducible Statistical Programming → Regression Modelling (OLS, IV, Linear & Logistic Regression) → Fixed Effects, Random Effects & Panel Data Analysis → Survival Analysis & Biostatistics → Time Series Analysis & Forecasting → Multivariate Statistics & Predictive Modeling → Hypothesis Testing, Experimental Design & Power Analysis → Statistical Process Control (SPC) → Survey, Cross-Sectional & Longitudinal Data Analysis → Dissertation & Thesis Statistical Support → Data Cleaning, Preparation & Interpretation of Results → Publication-Ready Tables, Visualizations & Reports → Academic, Medical, Financial & Business Research Analytics → Well-Documented and Reproducible Analysis Workflows whom I work with: Small and medium businesses, Postdoctoral researchers, PhD and Master’s students, academic supervisors, economists, policy analysts, healthcare professionals, financial analysts, and business teams who require rigorous statistical analysis, econometric modeling, forecasting, quantitative research, and data-driven insights — not just numbers on a page, but clear, reproducible, and actionable results. What makes this different: I don't hand you output and disappear. I explain what results mean, what they don't mean, and how to defend your methodology if challenged. If a model assumption is violated, I tell you — and fix it. If a simpler approach gives you a cleaner answer, I'll recommend it even if it's less impressive-looking. Typical projects include: → Chapter 3: Statistical Support for dissertations and theses → Panel data modelling with fixed and random effects → Time series forecasting and ARIMA modelling → Survival and event-history analysis for clinical datasets → Econometric modelling for policy evaluation and program impact If you have a dataset, a deadline, or just a research question you're not sure how to approach, send me a message. I'll respond within a few hours and tell you exactly how I can help. Thank you

Top Rated Economist | Data Analyst | Statistician | Quantitative & Qualitative Researcher | Survey Analyst | Statistician Econometrician | Research Analyst | Survey Specialist | Visualization Expert ✅ Lead Analyst @Suncor Energy. Previously, a Business Analyst @NNPC & @Pan Allen Energy ✅ A Consulting Researcher @Statisda with high level research experience -000's of offers closed ✅ Able to Gather and transform data into publication-ready insight for Businesses & Researchers ✅ Econometrics| Time-series |Panel data |Cross-sectional |Non-parametric |ANOVA | Regression ✅ Adapt to any writing & formatting style; MLA, Harvard, APA, Chicago, IEEE ✅ Tools: SPSS | Stata | EViews |R | Python | Power BI | Tableau | Excel ✅ 100% original, Copyscape-verified work with unlimited revisions ✅ Professional dashboards, reports, visualizations & clear storytelling My Services: Thesis, Dissertation & Research Editing, Proofreading & Guide ⭐ Areas of focus; social sciences; Business, Finance, Economics etc ⭐ Data Collection, Literature reviews, case studies, whitepaper guide ⭐ Assistance on In-depth literature review using peer-reviewed journals ⭐ Guide to Perfect formatting in APA, MLA, Chicago, Harvard or IEEE ⭐ Insight on SEO-optimized where needed, while keeping full scholarly rigor ⭐ Professional structure with tables, figures & references Time Series Analysis ⭐ Unit root testing/ Stationarity ⭐ Cointegration analysis ⭐ Long Run Regression ⭐ Auto-Regressive Distributive Lag ⭐ Error Correction Model ⭐ Vector Error Correction Model ⭐ Simultaneous Equation ⭐ Vector Auto-Regressive model ⭐ Generalized Method of Moment ⭐ 2 Stage Least Squares ⭐ Volatility Analysis ⭐ Instrumental Variables ⭐ GARCH Modelling ⭐ ARCH Modelling ⭐ Variance Decomposition ⭐ Impulse Response Model ⭐ Volatility Check ⭐ Auto Correlation ⭐ Walds Test ⭐ And a lot more Panel Analysis ⭐ Panel Unit Root ⭐ Panel Cointegration ⭐ Fixed Effects OLS ⭐ Pool Ordinary Least Square ⭐ Random Effects ⭐ Random Walk ⭐ Fully Modified OLS ⭐ Canonical Regression ⭐ Graphical Presentation ⭐ Online Consultation ⭐ And a lot more Cross Sectional Analysis ⭐ Binary Models: Tobit ⭐ Probit Model ⭐ Logit Model ⭐ Multinomial Analysis ⭐ Factorial Analysis ⭐ Linear Regression ⭐ Correlation ⭐ Delphi Method of Estimation ⭐ Multivariate analyses ⭐ Simultaneous equations ⭐ And a lot more Non Parametric Analysis ⭐ Kruskal-walis Test ⭐ Mann-Whitney Test ⭐ Friedman Test ⭐ Chi-square ⭐ Kappa Measure of Agreement ⭐ Wilcoxon Signed-rank Test ⭐ And a lot more Group Comparison ⭐ T-Tests ⭐ Effect Size ⭐ One Way ANOVA ⭐ Two Way ANOVA ⭐ Multivariate Analysis of Variance ⭐ Analysis of Covariance ⭐ Generalized Linear Models ⭐ And a lot more Survey & Questionnaire ⭐ Questionnaire Design ⭐ Survey Design ⭐ Survey Analysis ⭐ And a lot more Preliminary & Descriptive Analysis ⭐ Massaging and Cleaning ⭐ Data Visualization Graphs & Tables ⭐ Development of Scale ⭐ Cronbach’s Alpha Coefficient ⭐ Mean, Frequency ⭐ Proportions, Charts, Graphs ⭐ Assessing Normality ⭐ Trend Analysis ⭐ Sampling Distributions ⭐ PowerPoint Presentations for Statistical Results ⭐ And a lot more Interactive Dashboard & Visualization ⭐ Visualize sales performance, ⭐ Performance tracking ⭐ Track project progress ⭐ Analyze market trend ⭐ Powerful insights. Tools ⭐ Microsoft Office Programs ⭐ Proficient with Python Programming language ⭐ Online survey distribution programs; Qualtrics, Survey Monkey, Google Survey ⭐ Econometrics; SPSS, STATA, EVIEWS, MAT-LAB, TABLEAU, RStudio etc

I am a PhD-level Data Analyst and Research Writer specializing in econometrics, financial analysis, and academic research. I help clients with high-quality papers, data analysis (R, STATA, Python), and systematic literature reviews. With over 10+ years of professional and teaching experience, I’ve successfully worked with clients and students around the world, known for my clarity, speed, and precision in every project I take up. What I Can Help You With Research & Report Writing – Academic, business, or policy-based projects Data Analysis & Visualization – Using EViews, SPSS, R, STATA, or Excel Professional Writing – Articles, summaries, business content, proofreading, or editing Tutoring & Guidance – Finance, Economics, and Research Methodology Project Support – Structuring data, interpreting results, or preparing presentations Why Clients Love Working with Me 💬 “Super responsive and easy to work with — delivers before the deadline every time.” 💬 “Very clear communication and strong research skills.” 💬 “Highly professional, dependable, and detail-oriented.” 💬 “One of the best freelancers I’ve worked with — delivers excellent results consistently.” 🧠 Core Strengths ✅ PhD in Finance | Gold Medalist – MBA (Finance) ✅ Strong command over academic and professional research ✅ Consistent 5⭐ client satisfaction & repeat clients ⚙️ Tools I Work With EViews | SPSS | R | STATA | Excel (Advanced) | PowerPoint | Word | Data Analysis | Report Structuring 🤝 Let’s Collaborate If you need someone who is: ✔️ Professional and easy to communicate with ✔️ Delivers accurate and polished work without delay ✔️ Understands both data and writing deeply Then let’s connect — I’ll make sure your project gets the quality, clarity, and punctuality it deserves.

🏆 EXPERT-VETTED TOP 1% ON UPWORK |⭐ 5-Star Ratings | Data Analytics and Predictive Modeling|💎MASTER/PHD THESIS Help |✅Statistics, Panel Data, Time series Econometrics |✅ R, PYTHON, SAS, Tableau, Power BI | ✅Data Science, Machine Learning Models | ✅STATA Master, Large Survey Data and Regression Analysis, Economic Policy Evaluation, Predictive Financial Modeling | 🏆PhD and 20 years of experience. ABOUT ME: 🏆 EXPERT-VETTED and TOP RATED PLUS status (TOP 1% on UPWORK) 🥇20 years of working experience with large corporations and institutions (Amazon, the World Bank, International Financial Corporation, University of Pennsylvania) 🎓PhD/Professor in Econometrics/Statistics/Data Science 💎Provide effective help for MASTER/PHD THESIS With proven tracked records of success in Upwork (Expert Vetted Top 1% and Top Rated Plus), overwhelmingly positive feedback with 5* ratings, my PhD and 20 years of experience, I can definitely help you bring out the highest quality, great results for your project and achieve your business goals. I have over 20 years of experience in empirical research, statistical analysis, econometric modeling, data science, machine learning models, data analysis (panel data analysis and time series analysis, complex survey design and analysis), data visualization, storytelling, and project management. I enjoy creating dashboards of data analytics to provide data insights, data trend, meaningful graphs, statistical analysis, story-telling summary that serves as key benchmark to influence business decision. Moreover, I also provide robust statistical evidence, regression/correlation analysis, machine learning predictive models to provide supportive and significant results for business projects. I also help clients understand different statistical techniques, regression techniques, learn excellent statistical language including STATA, SAS, R, and Python to make your life easier. My previous projects on machine learning and econometric modeling include the followings but not limited to: - Data Analysis, Large Survey Data Analytics and Data Visualization. - Linear regression with panel data and time series data. - Forecasting model for time series analysis - Financial modeling such as stock returns, cryptocurrency price prediction, financial indices and financial performance prediction. - Machine Learning models: Random forest, decision trees, KNN, neural network,... - Logistic models, multinomial logit models, ordered logit models. - Economics research, market research, house price, mortgage default prediction, - Program evaluation using different methods such as difference in difference, propensity score matching, instrument variables, fixed effects, regression discontinuity design. I am happy to share my knowledge on machine learning modeling as well as quantitative and analytical skills to help you succeed in your project. In addition, with my experience in participating and presenting in thousands of academic and industry conferences, supervising and guiding hundreds of college and graduate students in their thesis/dissertation, I am very confident that I can help you make a difference in your project and bring out the highest quality and great results for your Master or PhD's thesis/dissertation project. I can also provide statistical advice and statistical analysis including: - Descriptive Statistics. - Bi-variate analyses such as t-tests, correlations, chi-square tests and non-parametric tests for normal and non-normal data. - Multivariate analyses such as ANOVA, MANOVA, LDA, PCA and factoring analysis, regression analysis (see econometric models above). - Review and interpret statistical output, set up the appropriate hypothesis testing and write up conclusion and policy recommendation. - Tutoring Statistics, Math and Econometric courses: including both introduction and advanced courses. I have experience with different types of data including: - Survey data (household, market research, firm/business/country data, house price, loan performance, accounting, finance, health, labor and income, etc.) - Panel data - Time series data I help clients put together and analyze different types of survey data, panel and time series data, getting the data insights, build data trend and data stories with meaningful graphs and great visualization. With proven tracked records of success in Upwork (Expert Vetted Top 1% and Top rated), overwhelmingly positive feedback with 5* ratings, my PhD and 20 years of experience, I can definitely help you bring out the highest quality, great results for your project and achieve your business goals. Looking forward to working with you soon, Dr. Victoria

Passionate about leveraging data and economic insights to drive strategic decision-making, I bring almost ten years of experience in economics, finance, and data analysis to help clients achieve their goals. As a Top Rated Plus freelancer on Upwork with a 100% Job Success Score, I deliver high-quality work that consistently exceeds client expectations. My ranking among the top 3% of performers reflects a commitment to excellence and results-driven performance. I hold a Master's degree in Economics from the University of Helsinki and a Bachelor's degree in Econometrics. My specialized studies in behavioral economics at Erasmus University Rotterdam provide me with a unique perspective on economics and tackling complex projects. 🔍 Research Expertise Economic Research: ✅ Developed health economics models and authored accompanying white papers and a journal article. ✅ Worked as a research assistant for professors at Harvard and Penn State. ✅ Assisted a senior researcher at the Hong Kong Finance Ministry. ✅ Assisted graduate students with dissertations and reviewed research papers on macroeconomic trends and investment environments. Market Research: ✅ Prepared case studies, pitch decks, and competitor analyses for various clients across different industries. ✅ Conducted M&A research, contributing to global expansion strategies for multinational corporations. ✅ Analyzed mergers and acquisitions to provide actionable insights that informed executive decision-making. 🏦 Financial Analysis ✅ Managed over €50 million in development costs at OP, Finland's largest commercial bank, overseeing tracking and forecasting of costs and reporting directly to management. ✅ Built financial models, including three-statement models and DCF valuation analyses. ✅ Raised capital for a trading firm, facilitating their financial growth and market expansion. ✅ Developed a financial analysis tool for a hedge fund, enhancing their investment decision-making processes. ✅ Collaborated with investment firms, hedge funds, and trading companies to support strategic decisions. 📈 Data Analysis Data Visualization: 📊 Automated data processes and visualized data for a Swedish non-profit, standardizing their reporting to clients. 📈 Built a dynamic Brand Health Dashboard for a medical device manufacturer in Japan, automating data processing, specifying key performance indicators, and delivering actionable insights. Data Analysis: 🤖 Worked with an AI/ML team to integrate behavioral insights into a health app, enhancing user experience through data-driven improvements. 📚 Collaborated with a Harvard professor to analyze Fannie Mae mortgage data, using SQL to pull and manipulate data samples for research purposes. 🔧 Analyzed sensor data from power plants in South Africa to predict failures and optimize operations, utilizing MS SQL to access and combine data from multiple sources. 🔧 Technical Skills 📊 Spreadsheets: Excel, Google Sheets 📈 Data Visualization: Power BI, Tableau 📐 Programming & Statistical Tools: Python, R-Studio, Stata 🗄️ Databases: SQL 🌐 Language Proficiency 🇫🇮 Finnish (Native) 🇬🇧 English (Fluent) 🇸🇪 Swedish (Proficient) My multilingual abilities allow me to effectively collaborate with clients in diverse international settings.

I hold a PhD in Economics with expertise in empirical econometrics and five years of experience in economic analysis and data analytics. Additionally, I have extensive experience in time series forecasting and machine learning applications. 🛠 Technical Skills & Expertise: ✅ Data Analysis: Proficient in data processing, cleaning, and exploratory data analysis using pandas and numpy to derive actionable insights. ✅ Data Visualization: Skilled in effectively communicating findings through tools such as matplotlib, seaborn, and ggplot. ✅ Machine Learning: Experienced in creating Machine Learning forecasts and reports using various packages, including scikit-Learn, keras, and statsmodels. ✅ Econometrics: Demonstrated academic success in empirical econometric projects, specializing in causal inference with panel data and employing models such as propensity score matching and difference-in-differences. ✅ Research: Experienced in conducting rigorous empirical research in economics, applying statistical and econometric methods to analyze large datasets. Skilled in extracting meaningful insights and translating them into actionable economic conclusions. Published in peer-reviewed journals on firms' competitiveness. Also experienced in academic writing and research dissemination.