Statistics & SPSS
Assignment Help
Turn complex data into clear academic results. From cleaning survey data to running advanced regressions, our PhD statisticians provide the expert analysis and interpretation you need for your dissertation.
Beyond the Numbers
Statistical analysis involves more than just clicking buttons in software. It requires understanding Descriptive Statistics (what the data says) and Inferential Statistics (what the data implies for the population).
Many students struggle to navigate the SPSS interface or interpret the output tables. Our service covers the entire workflow: from data entry and cleaning to selecting the correct test (Parametric vs. Non-Parametric) and writing up the results in perfect APA style.
Core Competencies
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Data Preparation:
Handling missing values, outliers, and coding variables for analysis.
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Assumption Checks:
Testing for normality, homogeneity, and linearity before analysis.
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APA Reporting:
Writing results sections that meet dissertation standards.
Statistical Tests & Analysis Types
T-Tests & ANOVA
Comparing means between groups. Independent/Paired T-tests and One-way/Two-way ANOVA for group differences.
Regression Analysis
Predicting outcomes. Simple linear, multiple regression, and logistic regression models for binary outcomes.
Correlation
Measuring relationships. Pearson’s r, Spearman’s rho, and partial correlations to assess variable associations.
Factor Analysis
Data reduction techniques. Exploratory Factor Analysis (EFA) and Principal Component Analysis (PCA) for survey validation.
Chi-Square Tests
Analyzing categorical data. Tests for independence and goodness of fit for non-parametric data.
Structural Equation Modeling
Advanced modeling using AMOS to test complex relationships between observed and latent variables.
Interpreting the Output
SPSS generates extensive output logs that can be confusing. We extract the critical data tables and explain what the statistics mean in the context of your research question.
We don’t just say “there was a significant difference.” We provide the F-statistic, degrees of freedom, and effect size (Cohen’s d, Eta squared) to give a complete picture of the results.
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Output Files:
You receive the raw .spv files so you can verify the work.
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Visuals:
Custom histograms, scatterplots, and boxplots formatted for your paper.
Software Mastery
IBM SPSS
The standard for social sciences. Version 26+ used.
AMOS
For Path Analysis and Confirmatory Factor Analysis.
Process Macro
For advanced Mediation and Moderation analysis.
Affordable Analysis
Statistical consulting can be expensive, but our student-focused rates start at $15 per page of analysis. Data cleaning and setup fees are minimal and transparent.
Instant Data Help
Deadline approaching? We offer urgent statistical analysis with turnaround times as fast as 6 to 12 hours. Send us your dataset, and we’ll return the results and interpretation promptly.
Get Urgent HelpSPSS Resources & Tools
Understand the basics before you buy. Access our free guides to variable types and test selection.
Variable Cheat Sheet
Guide to Nominal, Ordinal, Interval, and Ratio variables in SPSS.
Download PDFTest Selector
Decision tree to help you choose the right statistical test for your data.
View GuideAPA Results Template
Boilerplate text for reporting T-tests and ANOVA results in APA 7 style.
Get TemplateHire PhD Statisticians
Statistics requires precision. Hire expert writers who hold PhDs in Biostatistics and Economics. Our team understands how to clean data and interpret complex models.
Dr. Julia Muthoni
Biostatistics
PhD Biostatistics. Expert in clinical trial analysis, survival analysis, and SPSS.
Dr. Michael Karimi
Econometrics
PhD Economics. Specialist in regression modeling, STATA, and EViews.
Benson Muthuri
Business Stats
MBA. Expert in Excel analysis, market research data, and forecasting.
Client Success Stories
“I had no idea how to run a two-way ANOVA. Dr. Julia ran the test, exported the tables, and wrote a perfect results section.”
Sarah K.
Psychology Major
“The regression analysis for my business project was flawless. Benson explained the R-squared value clearly so I could present it.”
Mike R.
Marketing Student
Frequently Asked Questions
Do you provide the SPSS output file?
Yes. We deliver the original .spv (Viewer) or .spo file exported directly from SPSS, along with the dataset syntax if requested.
Can you interpret the results in APA format?
Absolutely. We write a comprehensive Results chapter that explains the findings in standard APA 7 format, including tables and figures.
Can you analyze survey data?
Yes. We specialize in cleaning survey data (e.g., from SurveyMonkey or Qualtrics), checking reliability (Cronbach’s alpha), and running inferential tests.
Is my data confidential?
Yes. We adhere to strict data privacy protocols. Your datasets are used solely for the analysis and are deleted from our systems after project completion.
Solve Your Data Problems
Don’t let statistics slow down your research. Get expert analysis and interpretation today.
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