Hypothesis-Focused SEM Model

₹1500-12500 INR

Completed

Posted 22 days ago

₹1500-12500 INR

Paid on delivery

I have a cleaned set of survey data and a series of theoretical hypotheses that need to be put to the test through a well-specified Structural Equation Model. Your task is to translate those hypotheses into an SEM that is statistically sound, evaluate its overall and component fit, and deliver a concise report that tells the story behind the numbers. What I’m providing: • The raw survey dataset and a brief describing each construct and its indicators • A conceptual diagram outlining the hypothesised relationships What I need back: • An SEM that directly addresses my goal of testing hypotheses, built on the survey data • All relevant fit indices (χ², CFI, TLI, RMSEA, SRMR, etc.) and a short justification of any model modifications • A diagram of the final model, clearly labelled • A written report (3–5 pages) summarising the modelling steps, key results, interpretation, and any limitations Tool flexibility: I’m comfortable if you build the model in IBM SPSS AMOS, R with the lavaan package, or Mplus—use whichever platform lets you work most efficiently, so long as you include the syntax/output so I can replicate the analysis. Acceptance criteria: 1. Model converges and meets commonly accepted fit thresholds. 2. Report answers each stated hypothesis with effect sizes, significance levels, and practical interpretation. 3. All code, syntax, and output files are delivered in reproducible form. If this aligns with your expertise, I’d love to see a brief note on your SEM experience and an estimated turnaround time.

Project ID: 40398955

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Active 21 days ago

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Awarded to:

@kaimenyijohn5

AM READY TO START ASAP: STRUCTURAL EQUATION MODELING (SEM) – SURVEY DATA, HYPOTHESIS TESTING, FIT INDICES & REPORT 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 a Structural Equation Model (SEM) to test theoretical hypotheses using your cleaned survey data and conceptual diagram. Deliverables include: a statistically sound SEM, fit indices (χ², CFI, TLI, RMSEA, SRMR), a labelled final model diagram, a 3–5 page written report (modelling steps, results, interpretation, limitations), and reproducible syntax/output (AMOS, lavaan, or Mplus). I will deliver: ✅ A well-specified SEM meeting accepted fit thresholds. ✅ Hypothesis testing with effect sizes, significance levels, and practical interpretation. ✅ Reproducible code/syntax and output files. Estimated turnaround: 5–7 days depending on model complexity. I am ready to begin. Let's connect via chat to receive your dataset, construct descriptions, and conceptual diagram. Respectfully, John K.

₹3,500 INR in 1 day

4.9

(110 reviews)

6.3

7 freelancers are bidding on average ₹6,000 INR for this job

@KolmanOuassou

Hi, I am a data analyst/statistician and Economist with more than 6 years of experience. I can do your project, Please take time to check my profile and then you decide to contact me.

₹4,000 INR in 2 days

5.0

(29 reviews)

5.6

@saba106

I am an expert statistician, Research Writer, and data analyst with more than eight years of experience. I have full command of Excel analysis, SPSS, STATA, R LANGUAGE, AND PYTHON. I am an expert in creating time series prediction models, working with survey data, conducting marketing analysis, building estimators, and medical analysis. I am a perfect match for your project share other details of the work so I can start working on your project. Will complete task on time.

₹6,500 INR in 1 day

4.9

(50 reviews)

5.7

@nareshk44

As an accomplished and seasoned professional in data analysis and research writing, I am more than equipped to handle your SEM project with finesse. My data-analytic skills and profound knowledge of statistics will ensure an effective translation of your hypotheses into a statistically sound, streamlined model. Using IBM SPSS AMOS or R with the lavaan package, whichever you prefer, I will build an SEM model that converges fittingly with our objective and meets standard thresholds. Through meticulous analysis and inclusion of relevant fit indices (χ², CFI, TLI, RMSEA, SRMR, etc.), I will provide a comprehensive understanding of the model's performance as well as any model modifications required. My experience doesn't merely rest within theoretical realms, but rather implementing them in real-world action. This aligns perfectly with your project needs - interpreting survey data to deliver insights that truly matter for decision-making purposes. Additionally, I have a proven track record of delivering top-quality projects within tight schedule constraints. So let me know your estimated turnaround time and we could get started! Together we can transform an array of numbers into a coherent narrative that explicates insights you seek. Choice is yours!

₹7,000 INR in 3 days

4.9

(15 reviews)

4.4

@aartik519

I like to write about story from heart without any help of external like al or other. I will write from my education and my own experience.

₹7,000 INR in 7 days

0.0

(0 reviews)

0.0

@RahulTheAnalyst

Being an analytical-driven professional with a comprehensive understanding of data analysis and strong expertise in SQL, Excel, Python, statistics and more, I am confident that I am the ideal fit for your Hypothesis-Focused SEM Model project. I hold an MBA in Data Science & Analytics from Manipal University Jaipur, which has equipped me with the necessary skills to perform complex analyses supported by advanced analytics. Throughout my career, I have worked extensively on converting complicated datasets into actionable insights and dynamic reports. My proficiency in IBM SPSS AMOS, R with the lavaan package, and Mplus platforms makes me adaptable to your tool preferences. Moreover, my experience in ensuring regulatory compliance aligns perfectly with your need for reproducible model replication. Delivering measurable value to stakeholders is a core objective of my work.

₹7,000 INR in 7 days