Ph.D. Scholar in Econometrics with strong expertise in econometric theory, advanced statistical modeling, and quantitative research in economics, Finance, and Business. Experienced in applying econometric techniques, causal inference methods, forecasting models, and data-driven analytics to address complex economic and business challenges. I help researchers, businesses, and policymakers turn complex data into actionable insights through advanced econometric modeling, statistical analysis, and quantitative research. My work goes beyond data analysis—I focus on selecting appropriate methodologies, validating assumptions, ensuring analytical rigor, and delivering reliable results for academic research, policy analysis, business intelligence, and strategic decision-making. I provide reproducible analyses, clear interpretations, and publication-ready reports that meet professional and academic standards. Most research and business challenges are not solved by applying more statistical tests—they are solved by asking the right research questions and selecting the right analytical framework. That's where I add value. As a Ph.D. Scholar in Econometrics and university lecturer, I help researchers, businesses, development organizations, and policymakers transform complex data into actionable insights through rigorous econometric analysis, statistical modeling, and evidence-based research. ⤷ Ph.D. Scholar in Econometrics ⤷ University Lecturer & Researcher ⤷ Extensive Experience in Economic, Business & Policy Research ⤷ Advanced Expertise in STATA, R, SPSS, Python, Tableau & Power BI ⤷ Strong Background in Quantitative Research & Data-Driven Decision Making 𝗪𝗵𝗮𝘁 𝗜 𝗱𝗼: → Econometric Modeling & Quantitative Research → Economic, Business & Policy Analysis → Spatial Econometric Data Analysis → Statistical Analysis & Data Modeling → R Programming, STATA, SPSS & Python Analytics → Regression Analysis (OLS, Logistic, Probit, Tobit, IV & GMM) → Panel Data Analysis (Fixed Effects, Random Effects & Dynamic Models) → Time Series Analysis, Forecasting & ARIMA Models → Causal Inference & Impact Evaluation → Difference-in-Differences (DiD),Propensity Score Matching (PSM), Regression Discontinuity Design (RDD) → Structural Equation Modeling (SEM) → Survey Data Analysis & Socioeconomic Research → Machine Learning for Economic & Business Applications → Data Visualization, Dashboards & Business Intelligence → Academic Research, Thesis & Dissertation Support → Publication-Ready Tables, Figures & Reports → Reproducible Research & Transparent Analytical Workflows 𝗪𝗵𝗼𝗺 𝗜 𝘄𝗼𝗿𝗸 𝘄𝗶𝘁𝗵: Researchers, Ph.D. and Master's students, universities, development organizations, NGOs, government agencies, policy analysts, economists, financial analysts, consultants, and businesses seeking robust quantitative analysis, econometric modeling, forecasting, and evidence-based decision support. 𝗪𝗵𝗮𝘁 𝗺𝗮𝗸𝗲𝘀 𝗺𝘆 𝘄𝗼𝗿𝗸 𝗱𝗶𝗳𝗳𝗲𝗿𝗲𝗻𝘁: I do more than generate statistical output. I help clients understand the story behind the data, select appropriate methodologies, validate assumptions, interpret findings correctly, and communicate results effectively. If a model is unsuitable, I recommend a better alternative. If assumptions are violated, I identify and address the issue. My goal is to deliver results that are academically rigorous, professionally credible, and practically useful. 𝗧𝘆𝗽𝗶𝗰𝗮𝗹 𝗽𝗿𝗼𝗷𝗲𝗰𝘁𝘀: → Econometric analysis for academic research → Policy impact evaluation and program assessment → Panel data and longitudinal data modeling → Economic forecasting and time-series analysis → Survey data analysis and socioeconomic studies → Business intelligence and performance analytics → Thesis, dissertation, and journal publication support If you have a dataset, a research question, or a project requiring rigorous quantitative analysis, feel free to send me a message. I will assess your requirements and provide a clear roadmap for achieving your research or business objectives.

4 years of experience as a freelance statistician & econometrician & 10 years of teaching with a strong background in data analysis, visualization, and interpretation. - MPhil in Statistics & Research from IQRA university in Pakistan - Freelance statistician helping clients extract insights using SPSS, R, Stata, Excel, and a strong foundation in Python and Amos. - Have massive experience in handling data pulling, manipulating, processing, building models, and survey data, time series and panel data modelling -Let's bring something fruitful from your data and get rid of the headache of data.

I am experienced researcher with 50+ international publication, excelling in biomedical statistics, helping healthcare professionals and researchers unlock insights from data. I have extensive expertience using Stata, SPSS, SAS and R for data analysis and excel in descriptive and analytical statistics, regression modeling, meta-analysis, and trend analysis. I do secondary data analysis, transforming complex datasets into clearly presentable findings for clinical trials, epidemiological studies, and patient outcomes research. Let’s collaborate to design studies, analyze data, and generate impactful reports. Together, we can uncover the potential hidden in your data.

𝗜𝗳 𝘆𝗼𝘂 𝗻𝗲𝗲𝗱 𝗵𝗶𝗴𝗵-𝗾𝘂𝗮𝗹𝗶𝘁𝘆 𝗮𝗻𝗮𝗹𝘆𝘀𝗶𝘀 𝘄𝗶𝘁𝗵 𝗰𝗹𝗲𝗮𝗿 𝗱𝗲𝘀𝗰𝗿𝗶𝗽𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝘃𝗶𝘀𝘂𝗮𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻 𝗶𝗻𝘀𝗶𝗴𝗵𝘁𝘀, 𝗺𝗲𝘁𝗵𝗼𝗱𝗼𝗹𝗼𝗴𝗶𝗰𝗮𝗹 𝘀𝘂𝗽𝗽𝗼𝗿𝘁/𝘀𝗲𝗰𝗼𝗻𝗱 𝘃𝗶𝗲𝘄 𝗳𝗼𝗿 𝗰𝗼𝗺𝗽𝗹𝗲𝘅 𝗮𝗻𝗮𝗹𝘆𝘀𝗶𝘀/𝗽𝗿𝗼𝗯𝗹𝗲𝗺𝘀, 𝗰𝗹𝗲𝗮𝗿 𝗽𝗮𝘁𝘁𝗲𝗿𝗻 𝗮𝗻𝗱 𝗶𝗻𝘀𝗶𝗴𝗵𝘁𝘀 𝗳𝗿𝗼𝗺 𝘆𝗼𝘂 𝗱𝗮𝘁𝗮 - 𝘆𝗼𝘂'𝘃𝗲 𝗰𝗼𝗺𝗲 𝘁𝗼 𝘁𝗵𝗲 𝗿𝗶𝗴𝗵𝘁 𝗽𝗹𝗮𝗰𝗲. rich experience; attention to details; timely completion; clear insights, basic and advanced analysis/statistics/visualisation for business and academic purposes; 12 years experience, 200+ successful projects, each client was satisfied. I serve both 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗮𝗻𝗱 𝗮𝗰𝗮𝗱𝗲𝗺𝗶𝗰 𝗰𝗹𝗶𝗲𝗻𝘁𝘀 providing analysis based on the most suitable approaches and tests. 𝗜 𝗮𝗹𝘄𝗮𝘆𝘀 𝘁𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺 𝗱𝗮𝘁𝗮 𝗶𝗻𝘁𝗼 𝗮𝗰𝘁𝗶𝗼𝗻𝗮𝗯𝗹𝗲 𝘀𝘁𝗼𝗿𝗶𝗲𝘀 𝘄𝗶𝘁𝗵 𝗰𝗹𝗲𝗮𝗿 𝗱𝗲𝗰𝗶𝘀𝗶𝗼𝗻 𝗽𝗼𝗶𝗻𝘁𝘀. All my clients receive comprehensive support: full documentation, visualization, and ongoing assistance. In addition for 𝗮𝗰𝗮𝗱𝗲𝗺𝗶𝗰 𝗰𝗹𝗶𝗲𝗻𝘁𝘀 𝗜 𝗽𝗿𝗼𝘃𝗶𝗱𝗲 𝗿𝗼𝗯𝘂𝘀𝘁 𝗮𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝗮𝗹 𝘀𝘂𝗽𝗽𝗼𝗿𝘁 𝗳𝗼𝗿 𝗿𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝗶𝗻𝗰𝗹𝘂𝗱𝗶𝗻𝗴: Clinical trial analysis; Dissertation and thesis statistical analysis; Preparation for peer-reviewed publications and handling reviewers’ comments; Research design consultation; Complex analysis according to all academic standards with documentation. 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀 𝘁𝗼𝗼𝗹𝘀: R (primary),Excel, Python, SPSS, Stata, EViews Visualization: Excel, Power BI, Tableau. 𝗦𝗽𝗲𝗰𝗶𝗮𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻: Survey Analysis, SEM, CFA, EFA, Multigroup CFA, Regression Analysis, Moderation, Mediation, Time Series, Predictive Modeling, Cluster Analysis, Churn/retention, Sales forecasting, demand prediction, Market segmentation, Customer behavior analysis, Performance metrics, KPI development and many other. I consistently go beyond the initial scope to extract maximum insights, identifying patterns that provide additional value. Every analysis includes clear explanation of methodologies and results, ensuring you can confidently use the findings. 𝗟𝗲𝘁'𝘀 𝗱𝗶𝘀𝗰𝘂𝘀𝘀 𝘆𝗼𝘂𝗿 𝗻𝗲𝗲𝗱𝘀. 𝗜 𝗮𝗹𝘄𝗮𝘆𝘀 𝘄𝗶𝗹𝗹 𝗳𝗶𝗻𝗱 𝗮 𝘄𝗮𝘆 𝘁𝗼 𝗵𝗲𝗹𝗽 𝘆𝗼𝘂.

I have already run 500+ such jobs. I am a research scholar with very good data analyzing and interpretation skills, excellent command on SPSS, AMOS, SmartPLS, R Studio, JASP, Jamovi, STATA and Excel. Data customization and fine tuning for desired results is guaranteed. I can correct your data as per results and even provide data for many research models. A brief list things which I can do with proficiency are: - Data scraping / virtual assistant - Data entry - Data analysis assumptions - EFA / CFA - Correlations - Reliability - ANOVA / Kruskal Wallis / Friedman - T-Tests / Mann Whitney / Wilcoxon - General Linear Model GLM - PROCESS Hayes - Chi square / Crosstabulation - SEM - mediation, moderation, moderated mediation - Monte Carlo data simulation - Linear mixed models LMM - Data cleaning & customization - Desired results on hypotheses - Generalized estimating equations GEE - SEM Robustness Checks - PLS Predict - Confirmatory Tetrad Analysis CTA in PLS - Non Linear Effects - Quadratic - Unobserved heterogeneity FIMIX - Endogeneity Gaussian copula - Measurement invariance MICOM Permutations - Linear, Multiple and logistics regression - Electronic Document Management (EDMS) - ACONEX - Oracle University - Electronic Record Management (ERDM) - Preservica - Digital Archiving - Archivist (using MARC, EAD, MODS, DACS and Dublin Core) - Document Controller - Latex Editing - Many more NOTE: 5$/HOUR is starting price for tasks such as data entry etc., for analysis jobs rates are negotiable.

📊 I hold a PhD in Economics with expertise in empirical econometrics, complemented by five years of professional experience in economic analysis and data analytics. My background also includes extensive work in time series forecasting and machine learning applications. 📈 I have collaborated with professionals across the stock market and betting industries to deliver projects forecasting stock market indices and soccer outcomes. 🛠 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 interactive tools such as Streamlit. ✅ 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, as well as time series forecasting models (ARIMA/VAR). ✅ 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.

Do you need someone who can handle your entire data journey? From collecting data, to analysing it, to automating the processes around it, and finally presenting it in a stunning, interactive dashboard? You've found that person. I'm Catherine, a data analyst and statistician with deep expertise across the full data pipeline. I don't just run numbers. I help you collect, clean, analyse, automate, and visualise your data in a way that drives real decisions. What I bring to your project: 📊 Statistical analysis & research: Hypothesis testing, regression, SEM, survival analysis, psychometrics/scale validation, and econometric modelling using SPSS, R, Stata, Python, Jamovi, and JMP. I've contributed to peer-reviewed journal publications through my statistical work on surgical databases (NSQIP). 🔍 Qualitative research: Thematic and content analysis using NVivo, MAXQDA, and Atlas.ti for interviews, focus groups, and open-ended survey data. ⚙️ Automation & workflow design: I build end-to-end automated pipelines using Make and Google Apps Script, including integrations with Stripe, Google Forms, Google Sheets, landing pages, and more. Recent clients have seen their manual data workflows fully automated. 📈 Dashboards & data visualisation: Interactive executive dashboards in Power BI and Looker Studio, tailored for marketing teams, operations, healthcare, and finance. I turn raw data into clear, compelling visual stories. 📋 Survey design & data collection: End-to-end survey projects using Google Forms, Typeform, and Qualtrics, including automated data pipelines from form submission to clean, analysis-ready datasets. I've worked across yachting, healthcare, finance, and academia, and I also offer tutoring in SPSS, R, and Stata for students and professionals. Let's talk about how I can support your project.

Hi! 👋 I’m an Economist and Data Science expert with over 3+ years of experience in Python, R, Stata, Excel (with macros), SQL, Social Science Research, Market Research, Machine Learning, Academic Writing and Proofreading. You’ve come to the right place for high quality research work, data cleaning, visualization, and academic writing. 🎖️ 3+ years of experience 🏆 Top-Rated Upwork talent 🥇 Economics & Data Science Expert 💯 100% Job Success Score ⭐️ All 5-star reviews ⏱️ 100+ hours worked 💼 10+ completed jobs ☑️ Identity verified 🚀 Think tanks, non-profits, and academia expertise I can help you clean real-world messy datasets, analyse them in your programming language of choice with machine learning tools, illustrated with stunning visualizations, insightful interpretation, and extensive report and/or academic writing. I have diverse expertise conducting research and data analysis in social sciences, applied mathematics, markets, and firms. I have worked with academic scholars, industry professionals, entrepreneurs, consultants, businesses, non-profit organizations, and think tanks. Here’s more on what I bring to the table: ✅ A deep understanding of the complete research cycle ranging from writing strong elaborate proposals to publication-ready manuscripts. ✅ Constant gauging of industry-relevant trends and mastery of modern tools ✅ A proven and reliable process to deliver tailored results with plenty of room for feedback and reiteration. Skills: ✅ Data Analytics: Python, R, SQL, SPSS, Excel (with macros), ArcGIS/QGIS ✅ Machine Learning: Libraries (Pandas, NumPy, Matplotlib, Seaborn, PyTorch, TensorFlow, Supervised & Unsupervised Learning) ✅ Fields: Economics, Political Science, Sociology, International Relations, Applied Mathematics, Statistics ✅ Academic Research: Literature Review, Problem/Hypothesis Scoping, Data Cleaning & Analysis, Reporting, Writing, Proofreading ✅ Non-Academic Research: Industry Standard Writing, Report Writing (for specific audiences), Presentation Formatting I can work independently with minimal supervision as well as in a team. I’m also able to work with flexible hours, constant availability, and across different timezones. Let’s connect to discuss how I can be of help to you. ✅ Hire me now or invite me to your job posting. ✅ Message me and tell me about your project. Looking forward to working for you! 🤝 Ashutosh G. Top Rated Freelancer

Hey, Welcome to my profile. I am Mathematician and Statistical Data Analyst. I am a PhD. Scholar in Mathematics and I have completed my Master's degree in Mathematics and Statistics from a prestigious university. I can thereby teach you and solve your problems which helps you to understand concepts of Statistics and Probability. I am highly experienced and skilled in carrying out qualitative and quantitative data analysis for research and project works as well as providing a report and interpretation of results. I can help you with: 1) Data entry 2) Basic statistics (mean, median, mode, range, variance, standard deviation etc.) and Descriptive statistics (frequencies, descriptive and Cross tabs) 3) All types of Graphs 4) Bayesian Statistics 5) Hypothesis testing 6) Recoding variables into same and different variables and Compute Variables 7) Dummy variables, Custom Tables, Case summaries, Cross-Tabs with Clustered Bar charts 8) Correlation and Regression analysis 9) Non-Parametric tests 10) Split Cases, Multiple Response Variable Analysis 11) Factor Analysis 12) Cluster Analysis 13) Reliability Analysis 14) Mediation and Moderation Analysis 15) Different types of Regression Analysis TOOLS SPSS ,Excel, MINITAB, EViews, STATCRUNCH, RStudio, STATA, Python WHY CHOOSE ME? Quality Work. Delivery less than 24 hours. 24/7 availability Fast Response On-time delivery Customer satisfaction is priority I look forward to working with you!

I hold a Ph.D. in Economics from Universitat Pompeu Fabra, Barcelona. I have approximately ten years of experience working for the Central Bank and about five years of teaching experience in courses such as Introduction to Econometrics, Macroeconomics, and Introduction to Macroprudential Policies. Throughout my career, I have successfully managed various projects and delivered high-quality results in short timeframes. My core competencies include econometrics, statistics, macro and microeconomic analyses, data mining, programming, and DSGE modeling. I am proficient in using STATA, EViews, Matlab (especially Dynare toolbox), Visual Basic, and Microsoft Office.