You will get Exploratory and confirmatory factor analysis in R and Python
Project details
In this project, we will conduct comprehensive factor analysis, including Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA), to uncover underlying structures within your data. Using advanced statistical techniques such as Bartlett's Test of Sphericity, Kaiser-Meyer-Olkin (KMO) measure, Principal Component Analysis (PCA), and Principal Axis Factoring (PAF), we will ensure the validity and reliability of your results. Our analysis will feature detailed visualizations, including scree plots and factor plots, with both orthogonal and oblique rotations to provide clear insights. With expertise in both theoretical and applied aspects of factor analysis, our project stands out by offering precise, actionable insights tailored to your specific research goals. By collaborating closely and incorporating your feedback throughout the process, we guarantee a thorough and customized analytical approach that addresses your unique needs and challenges
Data Tool
RWhat's included
| Service Tiers |
Starter
$50
|
Standard
$100
|
Advanced
$200
|
|---|---|---|---|
| Delivery Time | 1 day | 3 days | 3 days |
Number of Revisions | 3 | 5 | Unlimited |
Number of Graphs/Charts | 2 | 5 | 5 |
Model Documentation | - | ||
Data Source Connectivity | - | - | - |
Model Validation/Testing | - | - | - |
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Eric F.
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Timely and complete work, I'd absolutely hire him again.
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Neal F.
Jul 27, 2024
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Fantastic work on a short deadline! Mohan was responsive, fast, and did great work. Would definitely use his services again.
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About Mohan
Data Scientist | Statistician | Data Analyst | R & Python Expert
94%
Job Success
Kathmandu, Nepal - 12:58 am local time
I am a skilled data analyst with over 10 years of industry experience in collecting, transforming, organizing, and interpreting various types of data sets. My expertise includes, but is not limited to:
Data Analysis & Visualization:
★ Data Cleaning, Aggregation, and Transformation
★ Cross-sectional and Panel Data Analysis
★ Text Mining and Sentiment Analysis
★ Topic Modeling
★ Exploratory Data Analysis
★ Correlation and Regression Analysis
★ ANOVA, ANCOVA, Factor Analysis, Categorical Data Analysis
★ Experimental Design Analysis
★ Time Series Analysis and Forecasting
Machine Learning & AI:
★ Machine Learning Model Development
★ Deep Learning Techniques
★ Large Language Model (LLM) Fine-Tuning
★ Retrieval-Augmented Generation (RAG)
★ Classification and Clustering
★ Recommendation Systems
★ Predictive Modeling
Reporting & Visualization:
★ Report Writing
★ Reproducible Reports with R Markdown
★ Creating Graphs and Charts
★ Animating Graphs and Charts
★ Map Visualization
Web & Data Scraping:
★ Web Scraping
Steps for completing your project
After purchasing the project, send requirements so Mohan can start the project.
Delivery time starts when Mohan receives requirements from you.
Mohan works on your project following the steps below.
Revisions may occur after the delivery date.
Data Collection and Review
Collect the dataset and thoroughly review it to understand its structure and ensure completeness.
Preliminary Analysis
Conduct initial statistical tests, including Bartlett's Test of Sphericity and KMO measure, to assess the data's suitability for factor analysis.