How Do You Calculate Estimators and Analyze Complication Rates in Statistics?

  • Context: MHB 
  • Thread starter Thread starter NYCStats22
  • Start date Start date
  • Tags Tags
    Method Moments
Click For Summary
SUMMARY

This discussion focuses on calculating estimators and analyzing complication rates in statistics. The first question involves deriving the method of moments estimator and the maximum likelihood estimator for the parameter λ from the continuous random variable with the density function f(x) = (θ + 1)x^θ for 0 < x < 1. The second question compares complication rates between two surgical procedures, with 150 patients undergoing procedure A and 138 patients undergoing procedure B, resulting in 35 and 34 complications, respectively. The analysis seeks to determine if there is a statistically significant difference at a 1% level, including calculating the P-value.

PREREQUISITES
  • Understanding of continuous random variables and density functions
  • Knowledge of method of moments and maximum likelihood estimation
  • Familiarity with hypothesis testing and P-value calculation
  • Basic statistics concepts related to complication rates in clinical studies
NEXT STEPS
  • Study the derivation of the method of moments estimator for continuous distributions
  • Learn how to calculate maximum likelihood estimators for various statistical models
  • Research hypothesis testing techniques, specifically for comparing proportions
  • Explore statistical software tools for calculating P-values and conducting statistical tests
USEFUL FOR

Statisticians, data analysts, medical researchers, and anyone involved in clinical trial analysis or statistical estimation methods.

NYCStats22
Messages
2
Reaction score
0
Really need help with these two questions. I have been working on them for some time and just can't seem to make any significant progress1) X is a continuous random variable with density function

f(x) = (θ + 1)x^θ , 0 < x < 1 and 0 elsewhere

Derive both the method of moments estimator and the maximum likelihood estimator for λ.

*For the MOM estimator you will need to find the mean*2) Two surgical procedures are compares and what is of interest are the complication rates. 150 patients had procedure A and there were 35 complications while procedure B tested 138 patients and there were 34 complications. Does this indicate a difference at a 1% level. What is the P-value?
 
Physics news on Phys.org
Hello and welcome to MHB, NYCStats11! (Wave)

Even though you say you have not made significant progress, can you post what progress you have made? This will give our helpers some idea where you are stuck and how to best help you, even if all you can state is what theorems you think may apply.
 

Similar threads

  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 3 ·
Replies
3
Views
1K
Replies
1
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
Replies
4
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 7 ·
Replies
7
Views
11K
Replies
2
Views
3K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K