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Advanced Biostatistics

Community Dentistry & Research Methods • NEET MDS Study Guide • AI-Generated Notes

⭐ High-Yield Facts for Exam

  • Type I (α) = false positive.
  • Type II (β) = false negative.
  • Power = 1 − β.
  • Logistic regression = binary outcome.
  • Kaplan-Meier = survival; ROC = diagnostic accuracy.

Advanced Biostatistics

  • Type I error (α) — false positive (rejecting a true null).
  • Type II error (β) — false negative (accepting a false null).
  • Power = 1 − β (ability to detect a real effect).
  • Linear regression — continuous outcome; logistic regression — binary outcome.
  • Kaplan-Meier — survival analysis (time-to-event).
  • ROC curve — evaluates diagnostic test performance (sensitivity vs 1−specificity).

Exam Tips ⭐

α = false positive; β = false negative; power = 1−β; logistic = binary; Kaplan-Meier = survival; ROC = diagnostic accuracy.

📝 Practice MCQs — Advanced Biostatistics

Q1. A Type I error is a:
A. False negative
B. False positive
C. True positive
D. True negative
Show Answer
✅ Answer: B
Type I (α) error is a false positive.
Q2. Statistical power equals:
A. α
B. β
C. 1 − β
D. 1 − α
Show Answer
✅ Answer: C
Power = 1 − β.
Q3. Which analysis is used for time-to-event (survival) data?
A. Linear regression
B. Kaplan-Meier
C. Chi-square
D. t-test
Show Answer
✅ Answer: B
Kaplan-Meier estimates survival over time.
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