Medical Research Statistical Analysis

@proffesor1

Hello, I could provide comprehensive analysis according to all necessary standard for your medical paper. I've analysed questionnaires many times in different area including medical. Please check my profile to be sure in my experience. I could suggest the best way for analysis data (as i understand you have nominal data) and provide a detailed report with tables,charts, detailed description of results, method justification according to all academic standards that you may use it in your research paper. I could use R for analysis (but SPSS is also working option as I often use it for analysis also). I could start tomorrow and complete all within a week. Please let me know if you are interested in my services. Regards, Alex.

@ShaikhAneesa

Hi there, I’ve carefully reviewed your project and understand you need statistical analysis for a medical research paper using questionnaire data with a nominal scale and a sample size of 52, focusing on appropriate inferential methods and clear interpretation. My approach begins with reviewing and cleaning your dataset to ensure variables are correctly coded for nominal analysis. I will then select suitable statistical tests such as chi-square tests, Fisher’s exact test where needed, and measures of association depending on your research questions. Next, I will perform the analysis in SPSS or R, ensuring all assumptions are checked and results are presented with proper tables, p-values, and effect sizes where applicable. I will also include clear visualizations if they add value to interpretation. I will then translate the results into concise, publication-ready insights, explaining what is statistically significant and how it relates to your research objectives in simple, academic language. Finally, I will provide outputs, syntax if required, and a clean write-up ready to integrate into your paper. What hypotheses or relationships are you aiming to test so I can align the analysis precisely? Let’s make your results both rigorous and publication-ready. Warm regards, Aneesa.

@belarjsoufiane20

Hello, I hope you're doing well, I can support your medical research with clear, rigorous statistical analysis tailored to nominal questionnaire data. I’ll apply appropriate inferential methods (e.g., chi-square tests, Fisher’s exact test where needed), ensure assumptions are met given your sample size (n=52), and present results with clear tables and interpretations suitable for publication. I work with SPSS/R and have experience structuring analyses for academic papers. You’ll receive clean outputs, properly interpreted results, and guidance you can confidently include in your manuscript. Ready to start right away.

@eldadshericks

I am a Data Analyst by practice, and by using SPSS, I can help you discover facts from your pool of data. I run both quantitative and qualitative analyses professionally. I conduct a comprehensive descriptive analysis of the data, providing summaries and measures of central tendency, dispersion, and distribution. This helps you understand the characteristics and patterns of your sample data, providing valuable insights into the variables of interest. Based on your research questions, I can perform appropriate inferential statistical tests, such as t-tests, ANOVA, chi-square tests, correlation analysis, or regression analysis. These tests enable us to draw conclusions and make inferences about the larger population from which the sample was drawn. Additionally, I conduct predictive analytics to help forecast future trends and outcomes based on your data by applying Regression Analysis (linear and logistic), Time Series Analysis, and Machine Learning Models (Decision Trees, Neural Networks). This allows you to make data-driven decisions, optimize strategies, and anticipate future trends. Finally, I provide detailed answers to your research questions based on the results of the descriptive, inferential, and predictive statistical analyses, with visualizations, tables, and charts to support the analysis and enhance comprehension. Please get in touch so we can proceed with the project.

@Softeria

With my expertise in statistical analysis and decade-long experience in medical research, I am confident in providing the top-tier help you need for your questionnaire-based paper. Specifically, I have worked extensively with the essential aspect that is inferential statistics – a key requirement for your project. Not only am I well-versed in using SPSS, R and other statistical software, but my proficiency also extends to effectively handling nominal data as you seek. In addition to my data skills, I strongly emphasize utilizing the insights generated from my analysis to drive meaningful impact, which resonates with the objective of your project as well. Drawing on my background that merges extensive research with hands-on engineering, I can help not just analyze your data, but also place it within the greater scope of medical research. Working together, we can harness the potential of this questionnaire data set to produce robust findings for your medical research paper. My commitment to delivering complete end-to-end solutions will ensure that the final results are not only statistically precise, but also practically applicable. Let's commence this impactful journey! Reach out to me and let's discuss how we can begin shaping a project evidence-based research community will acknowledge.

@nrajuu07

As an accomplished data scientist with robust expertise in statistical analysis, I'm adept at tackling complex research problems like the one you've presented and deriving meaningful insights from them. My rich background in quantitative analysis and a strong command over statistical software such as SPSS and R make me well-suited for handling nominal data just as you require. Having handled medical data including CT scans and histopathology images, I understand the nuances of research in this field. Apart from the requisite skills, my approach to research involves a deep understanding of the subject matter. Hence, my experience extends beyond merely numbers and spreadsheets. Looking at your project, I don't just see another set of questionnaire data; I see an opportunity to contribute to the betterment of people's lives through accurate and significant analysis. To add value to your project, I propose not just analyzing your sample size of 52 through inferential statistics but also providing insightful visualizations from exploratory data analysis, thereby simplifying your presentation of findings. Let's work together on this important project and bring forth substantial results that will truly make a difference!

@khaliduom103

‎Hi i am an experienced medical data analyst with R and Rstudio coding for regression analysis  with PhD in applied mathematics and data researcher.I can help your data in R coding, optimization, numerical analysis،simulation of the CSV files. ‎

@Amna22

Hi, I am a doctor, a statistician and an expert in SPSS. I am interested in your project. I will provide you with a precise analysis of the questionnaire data. As a doctor, I will do this job more accurately. I have successfully done similar tasks before so I am quite confident and ready to start. Thanks!

@muratalper99

I have a PhD in statistics with vast experience in infretential statistical analysis using SPSS. I can help analysis of Medical data.

@Shahzadanalyst

Greetings Sir, I am an excel expert and a business analyst. I can use SPSS and statistical methods to analyze your questionnaire data and produce accurate, publication-ready results. I have experience working on research projects, including handling nominal data and applying appropriate inferential tests like Chi-square and cross-tab analysis. I can also help interpret the results clearly for your paper. Could you please share your dataset and specify what hypotheses or relationships you want to test?

@devendrathakur12

i’ve done very similar recently analyzing questionnaire data with nominal variables using R and SPSS for medical studies What is your main hypothesis and outcome variable, and how many categories per variable? Do you need association tests only or also predictive modeling like logistic regression? I suggest using chi-square or Fisher’s exact test based on expected counts, which keeps results valid for small samples. I also suggest reporting effect sizes and confidence intervals, which makes the paper stronger for publication. I will first clean and code the dataset and verify assumptions. Then I will run inferential tests and generate tables and visuals. Finally I will provide reproducible scripts and a clear results section ready for your paper. Best, Dev S.

@Humayun491

Hi, I am a Statistician having more than 10 years of experience. I can perfectly do the inferential statistics on either SPSS or R, whatever you choose. I can do both. I will be more than happy to discuss further and your questions are welcome. Thanks for getting through my proposal.

@kaimenyijohn5

AM READY TO START ASAP: MEDICAL RESEARCH STATISTICAL ANALYSIS – QUESTIONNAIRE DATA (NOMINAL, N=52, INFERENTIAL STATISTICS) Hello, I am John K., an MSc Economist & Statistician with over fifteen years of experience. I have delivered 1,000+ projects with a 4.9-star rating. My understanding is: You need statistical analysis for a medical research paper using questionnaire data (nominal type, sample size 52). I will apply appropriate inferential statistics (chi-square, logistic regression, or other suitable tests). I will deliver: ✅ Complete statistical analysis in SPSS/R with annotated output. ✅ Clear interpretation of results. ✅ Publication-ready tables and charts as needed. I am ready to begin. Let's connect via chat to receive your questionnaire data and research questions. Respectfully, John K.

@moizdzo3l

Hey! I can assist you with performing accurate and reliable statistical analysis for your medical research paper. I’ve carefully reviewed your project details and understand that you’re working with questionnaire-based nominal data (sample size: 52) and require proper use of inferential statistics. With my experience in statistical analysis and supporting medical research projects, I’ve handled similar datasets using tools like SPSS and R to produce clear, publication-ready results. To achieve your goals, I’ll begin by cleaning and structuring your dataset, then select the most appropriate inferential tests for nominal data such as Chi-square tests, Fisher’s Exact test (if needed), and measures of association like Cramér’s V. I’ll ensure assumptions are properly checked and results are interpreted in a way that aligns with medical research standards. I’ll also generate well-organized tables, charts, and concise explanations that you can directly include in your paper, making the findings easy to understand and academically sound. Let's have a chat Regrads, Moiz

@kaindo2017

Hi, I can assist with the statistical analysis for your medical research paper and ensure the results are accurate, clearly presented, and suitable for publication. I have experience working with medical questionnaire data and applying appropriate inferential statistics for nominal variables. With a sample size of 52, I will select the most suitable tests (e.g., Chi-square, Fisher’s Exact Test where needed) and ensure assumptions are properly handled. For your project, I will: * Clean and prepare your dataset * Apply appropriate inferential statistical tests for nominal data * Perform analysis using SPSS or R (based on your preference) * Present results with clear tables and interpretations * Support write-up of results section in academic format I will complete your task on time and in an excellent way, delivering accurate and original work. Timeline: 1–2 days Kindly share your dataset and research questions so we can get started. Thank you.

@Feriver

Hello, I understand you require statistical analysis for a medical research paper using nominal questionnaire data (n=52) with inferential statistics. I will perform a step-by-step analysis using SPSS or R, including frequency distributions, chi-square tests, and any relevant cross-tabulations. Results will be clearly presented with tables, graphs, and concise interpretation, ensuring they are fully traceable and suitable for publication. I will also provide a comprehensive report detailing methodology, assumptions, and findings, along with recommendations for data interpretation. Visualizations will highlight key trends and statistical significance, making the results easy to communicate and academically rigorous. Deliverables include the full statistical output, annotated R/SPSS scripts, and a concise research summary ready for inclusion in your manuscript. Client Clarification Questions: 1. Are there specific hypotheses or comparisons you want tested between variables? 2. Should results focus on descriptive visualization or strictly inferential statistics? Thanks, Asif

@AhmadXpert2410

Hi there, I can support your medical research by performing accurate inferential statistical analysis on your questionnaire data, specifically handling nominal variables with appropriate methods such as chi-square tests, Fisher’s exact test, and association measures. With experience in R and SPSS, I will ensure the analysis aligns with research standards and is suitable for publication. I will clean and structure your dataset, run the required statistical tests, and present the results clearly with proper tables, p-values, and interpretations. Special care will be taken given your sample size (52) to choose statistically valid approaches and avoid misleading conclusions. You will receive a complete analysis along with well-explained results and visualizations that can be directly used in your paper, ensuring clarity, accuracy, and strong support for your findings. Regards, Ahmad

@Muhammadzeesha59

Hello Sir/Mam I am excited to offer my expertise in Data Analysis , Data processing to assist . With a robust background in making case studies and projects, proficiency in R, spreadsheet tools, and Tableau, Power BI , SQL , Excel , SPSS Statistics , Data Entry . I am well-prepared to support you in your Project . My ability to deliver exceptional results on time and with utmost quality . I believe that my skill set makes me the ideal candidate for this project Please come on chat we will discuss more about this I will be waiting for your reply . Thank you !

@Freelancersedo

Hello, I can support the statistical analysis for your medical questionnaire study (n=52) using appropriate inferential methods for nominal data, ensuring correct test selection, accurate execution in SPSS or R, and clear interpretation of results. I will present outputs in a structured format suitable for a medical research paper, including tables and concise explanations aligned with standard reporting guidelines. I can also ensure the analysis is clearly documented and ready for integration into your results section. Kindly contact me for more details. Thanks.