Questions tagged [disease]

The tag has no usage guidance.

Filter by
Sorted by
Tagged with
1
vote
0answers
12 views

Taylor Series Power Function in R

I'm trying to recreate a compartmental model from Yu et al (2017). In this model there is a expanded taylor series power function that is used that I am not understanding how to code. where W(t) = 0, ...
1
vote
0answers
17 views

Sensitivity and specificity on cases rather than individual days

I have data collected from sensors to detect disease in several individuals. Each individual has a known disease status (labelled Actual in the table below) for ...
3
votes
2answers
37 views

How to tell a method is improving the detection of a disease?

We have two methods, A and B, for detecting a disease. Out of a 1000 samples with unknown prevalence, A detects 100 samples (10%). On the remaining 900 negatives, we apply the additional method B, and ...
1
vote
1answer
31 views

Bayesian formulation of disease test: What likelihood function to use? [closed]

Disease Test: In this classic example of Bayes' theorem for discrete events, one would like to determine the posterior probability of the patient having the disease, given that they test positive, ...
2
votes
2answers
67 views

Using patient characteristics to predict disease and confront with per hospital real cases

We have a large, nationwide prevalence study about the prevalence of healthcare-associated infections (HAI). We need to see if hospitals have more or less HAI than expected by their patients' ...
1
vote
2answers
85 views

Is it reasonable to use simultaneously the disease risk score and the propensity score?

I wonder whether the disease risk score and the propensity score can be simultaneously used and whether they have been ever been used together in the past.
0
votes
1answer
85 views

predictive model that includes previous predictions and models time dependence

I'm trying to predict counts of dengue fever from climate and environmental data. I'm predicting total weekly counts of dengue and the data is time-series in one week intervals over the past 20 years. ...
2
votes
0answers
506 views

Regression analysis including variables changing over time

In glaucoma management, we study the trend of a global index variable representing the entire visual field of a glaucoma patient. This concern the Mean Defect of visual sentitivity (=MD), expressed in ...
1
vote
0answers
24 views

Study the effect of 2 drugs on a symptom caused by 2 diseases

A symptom (for e.g. Headache) can be caused by 2 different diseases (X and Y). Drug “A” acts on both diseases (X and Y). Drug B acts on only second (Y) disease. Disease “X” patients will be treated ...
2
votes
0answers
153 views

PCA (with phi/tetrachoric correlation matrix) or LTM to study the correlation of (true) dichotomous variables?

I am doing a study were I have to initially do an exploratory analysis by grouping diseases that coexist in my study population. For that I have x diseases/variables that are (true) dichotomous (...
0
votes
1answer
47 views

Compare disease code between two years

Data: ...
0
votes
0answers
69 views

Determining Sample Size to Show Increase in Disease Prevalence

A prof and I are trying to figure out how many samples a study would need to show a certain % increase in disease prevalence, but I'm not sure I'm doing this correctly. Basically we want to know how ...
0
votes
1answer
100 views

Power calculation for disease modeling in iPS cells

I apologize in advance if the question is rather simple, but I have been having a difficult time figuring it out. I am an experimental scientist interested in modeling human disease with induced ...
1
vote
0answers
86 views

Confusion related to Kulldorff's scan statistics

I was reading this paper related to Bayesian spatial scan statistics where I came across the Kulldorff's scan statistics. I have attached the screenshot of the paper. My objective is to find a ...
7
votes
1answer
557 views

Disease forecasting - counts or rates?

I'm developing a forecasting model for an infectious disease for a hospital and wanting to understand if I should use disease counts or rates (based on population or total clinic visits). What are the ...
7
votes
2answers
207 views

Associating a probability to disease propagation in regions of a map

I am trying to model disease propagation. I am considering a map separated into regions. One region is infected. There is data over time, with the number of people travelling into and out of the ...
5
votes
3answers
2k views

How do I calculate and compare incidence of infection between age-groups

We work on cervical cancer detection and we started accumulating data in 2006 by performing HPV testing on all our samples. We have accumulated a data set with almost 400,000 women. Data enters the ...
5
votes
1answer
142 views

What approach could be used for modelling virus infections?

I'm a physics graduate who ended up doing infosec so most of the statistics I ever learned is useful for thermodynamics. I'm currently trying to think of a model for working out how many of a ...