Your thesis data analysis service search probably started when your supervisor handed back Chapter 4 with comments like "assumptions not checked," "inappropriate test," or "results unclear." That's not a writing problem — it's an analysis problem, and it needs an analysis solution.

I'm Dr. Zubair Goraya, a statistical consultant with a background in agricultural and biological sciences research. I run the analysis, check every assumption (normality, homogeneity, multicollinearity), write the full APA results section, and generate the figures — all within 24 hours. When your supervisor comes back with questions, I handle the revisions at no additional charge.

The thesis data analysis I deliver isn't guesswork. Every test is selected based on your research design, your variable types, and your sample size. I explain what I ran and why, so you can defend it in your viva.

✓ Supervisor Approval Guarantee
⏱ 24-hr Delivery
∞ Unlimited Revisions
📄 APA Write-Up Included

Sound familiar? I can run this exact analysis on your data and deliver the full APA results section in 24 hours — WhatsApp me now →

1. What I Do for Thesis Clients

Most researchers arrive with three problems: the wrong test selected, assumptions never checked, and output they don't know how to interpret. I fix all three.

1
Project Discussion
You send your dataset, your research questions, and your methodology chapter. I identify which tests fit your design — no guessing, no generic ANOVA-for-everything.
2
Data Review & Cleaning
I check for outliers, missing values, and coding errors. If the data has problems, I tell you before running a single test — not after.
3
Analysis & Assumption Checks
Every test runs with its assumption checks alongside it. Normality (Shapiro-Wilk), homogeneity of variance (Levene), multicollinearity (VIF), autocorrelation (Durbin-Watson) — whichever apply to your design.
4
Interpretation & APA Write-Up
I don't just hand you output. I write the full Chapter 4 narrative — what the results mean, how they answer your research questions, and how they connect to your literature.
5
Final Delivery + Revisions
You receive the code, the output, the figures, and the write-up. If your supervisor requests changes, I revise — no additional charge, no limit.

2. Tools I Use (R · SPSS · Minitab · Excel)

I run your analysis in whichever software your department requires — or whichever produces the cleanest output for your design.

R (RStudio)
ANOVA, regression, mixed models, SEM, factor analysis, survival analysis, custom visualizations with ggplot2.
IBM SPSS
Descriptive stats, t-tests, ANOVA, MANOVA, correlation, regression, reliability (Cronbach's α), discriminant analysis.
Minitab
Process capability, SPC charts, Gage R&R, DOE (factorial & response surface), reliability analysis, regression.
Excel
Descriptive statistics, pivot tables, data visualizations, simple regression, t-tests via Analysis ToolPak.

Need SmartPLS (PLS-SEM) or AMOS (CB-SEM)? I handle both. WhatsApp me with your methodology and I'll confirm the best tool for your research design.

3. What's Included in Every Delivery

Every project — regardless of size — ships with the same complete package. No partial deliveries, no "results only."

  • ✓
    Full assumption checks (normality, homogeneity, multicollinearity) with output and interpretation
  • ✓
    Complete statistical analysis with annotated code (R, SPSS, or Minitab)
  • ✓
    APA-formatted results section with exact test statistics, degrees of freedom, exact p-values, effect sizes, and 95% CIs
  • ✓
    Publication-ready figures and tables (JPEG/PNG + editable formats)
  • ✓
    Plain-English interpretation — what the results mean for your research questions
  • ✓
    Unlimited revisions until your supervisor approves
  • ✓
    WhatsApp support to help you answer supervisor questions during your defense

4. Thesis Data Analysis Service — Types of Analysis

These are the tests I run most often for thesis clients. If your design isn't listed, send me a message — I've likely handled it.

One-Way & Two-Way ANOVA
Between-group differences with post-hoc tests (Tukey, Bonferroni, LSD). Effect size (η²) and power included.
Multiple Regression
Predictor evaluation with β coefficients, VIF for multicollinearity, R², adjusted R², and residual plots.
Factor Analysis (EFA / CFA)
Scale validation, factor loading tables, scree plots, KMO and Bartlett's tests, reliability (Cronbach's α).
Chi-Square & Non-Parametric
Independence testing, Mann-Whitney U, Kruskal-Wallis, Friedman — when normality assumptions fail.
Correlation Analysis
Pearson, Spearman, partial correlation — with scatter plots, correlation matrices, and significance tables.
MANOVA / ANCOVA
Multiple dependent variables or controlling for covariates — with Pillai's trace, Wilks' lambda, and follow-up ANOVAs.
SEM (SmartPLS / AMOS)
Path coefficients, model fit indices (CFI, RMSEA, SRMR), mediation and moderation analysis.
Descriptive Statistics
Mean, SD, skewness, kurtosis, frequency distributions — formatted as APA-ready tables for Chapter 4.

Sample: One-Way ANOVA in R

A client submitted yield data from three fertilizer treatments. Here's what I ran:

R Assumption checks + ANOVA + Post-hoc 
# 1. Normality check — Shapiro-Wilk per group
by(data$yield, data$treatment, shapiro.test)

# 2. Homogeneity of variance — Levene's test
leveneTest(yield ~ treatment, data = data)

# 3. One-Way ANOVA
model <- aov(yield ~ treatment, data = data)
summary(model)

# 4. Effect size (eta-squared)
eta_sq(model)

# 5. Post-hoc — Tukey HSD with 95% CIs
TukeyHSD(model, conf.level = 0.95)

# 6. Means plot with error bars
ggplot(data, aes(x = treatment, y = yield)) +
  stat_summary(fun = mean, geom = "bar") +
  stat_summary(fun.data = mean_se, geom = "errorbar")

Output

Df Sum Sq Mean Sq F value Pr(>F)
treatment 2 847.3 423.65 8.43 0.00082 **
Residuals 57 2863.1 50.23

eta_sq = .229 | 95% CI [.063, .402]

Tukey HSD — Treatment B vs A: diff = 14.2, p = .0008
Treatment C vs A: diff = 9.6, p = .021

The output shows a significant treatment effect: the three fertilizer groups produced meaningfully different yields. Treatment B outperformed A by 14.2 kg/ha, and the effect is large enough (η² = .23) to have practical relevance — not just statistical significance.

APA Result: F(2, 57) = 8.43, p = .001, η² = .23, 95% CI [.06, .40]

Same Analysis in SPSS

SPSS Syntax 
/* Explore — normality & homogeneity */
EXAMINE VARIABLES=yield BY treatment
  /PLOT NPPLOT
  /STATISTICS DESCRIPTIVES
  /CINTERVAL 95.

/* One-Way ANOVA with post-hoc */
ONEWAY yield BY treatment
  /STATISTICS DESCRIPTIVES HOMOGENEITY EFFECTSIZE
  /POSTHOC TUKEY ALPHA(.05)
  /PLOT MEANS.

Same Analysis in Minitab

Minitab 
# Stat → ANOVA → One-Way
# Response: yield | Factor: treatment
# ✓ Comparisons: Tukey | ✓ Assume equal variances
# ✓ Graphs: Interval plot, Individual value plot

# For assumption checks:
# Stat → Basic Statistics → Normality Test (Ryan-Joiner)
# Stat → ANOVA → Test for Equal Variances (Levene)

Need these results written in APA format for your thesis? That is exactly what I deliver with every project — dissertation statistical analysis help with full assumption checks and unlimited revisions.

5. Pricing & Turnaround

Pricing depends on the scope — number of variables, tests required, and how messy the dataset is. These are starting prices. I'll give you an exact quote after reviewing your data.

Assignment
$25 from
⏱ 6–12 hrs delivery
  • 1–3 statistical tests
  • Output + interpretation
  • APA result lines
  • 2 revisions
Most Requested
Thesis Chapter
$150 from
⏱ 24–48 hrs delivery
  • Full Chapter 4 analysis
  • Assumption checks
  • APA write-up
  • Figures & tables
  • Unlimited revisions
Full Dissertation
$350 from
⏱ 48–72 hrs delivery
  • Complete data analysis
  • All chapters supported
  • Supervisor revision support
  • Viva prep included
  • Unlimited revisions

I also accept projects via Fiverr and Upwork if you prefer a platform with escrow protection. WhatsApp me first if you want to discuss the scope before placing an order.

6. Client Testimonials

These are real messages from PhD and Master's students I've worked with. They arrived with rejected chapters and left with approved ones.

★★★★★

My supervisor had rejected my ANOVA results twice. Dr. Zubair found I hadn't checked homogeneity of variance. He re-ran everything correctly, rewrote the section, and my supervisor approved it in one day.

Fatima A.
PhD Agriculture · University of Agriculture Faisalabad
★★★★★

I sent my dataset at 11 PM and received the full Chapter 4 — SPSS output, interpretation, tables, figures — by 9 AM. The APA write-up needed zero edits from my supervisor.

Ahmed K.
MS Management Sciences · COMSATS University
★★★★★

I needed SEM in SmartPLS with mediation analysis. Dr. Zubair delivered the path model, all fit indices (CFI, RMSEA, SRMR), and a complete interpretation. Exactly what my committee wanted.

Sana M.
MPhil Business Administration · LUMS

7. FAQ for Thesis Clients

How do I know which statistical test I need?
You don't need to know — that's my job. Send me your research questions, your variables, and your research design. I'll select the appropriate test and explain the reasoning so you can defend it to your supervisor.
Do you guarantee supervisor approval?
Yes. If your supervisor requests revisions to the statistical analysis I delivered, I redo it at no charge — as many times as needed until it passes. The guarantee covers the analysis and the APA write-up.
Is my data confidential?
Your dataset is used only for your project and deleted after delivery. I don't share, publish, or reuse client data under any circumstances.
Can you work in my department's required software?
R, SPSS, Minitab, Excel, SmartPLS, AMOS — yes to all. Mention your requirement when you contact me and I'll confirm immediately.
What if my data is messy or has missing values?
Data cleaning is included. I'll handle missing values, outlier detection, recoding errors, and variable formatting before running a single test. I'll flag anything that requires a decision from you before proceeding.
Can I see a sample of your APA write-ups?
Yes — WhatsApp me and I'll share examples from previous (anonymized) projects in your field. Agricultural sciences, management, social sciences, health sciences — I have samples across all of them.

8. Start Your Free Consultation — WhatsApp Now

Send me your dataset (any format), your research questions, and the software your department requires. I'll reply within two hours with a quote, a timeline, and a clear scope of what I'll deliver.

$25
Assignments — from
⏱ 6–12 hrs
$150
Full Thesis Chapter — from
⏱ 24–48 hrs

Every delivery includes: complete analysis · assumption checks · APA write-up · figures · unlimited revisions · supervisor approval guarantee.

Looking for a specific analysis? PhD statistics consultant — see the full service list.