I have two kinds of marine accidents statistics data of my country.
First data is the number of person involved in marine accidents by age.
Second data is the number of person involved in marine accidents by work experience.
I would like to analyze statistical trends in the number of elderly people who are involved in marine accidents.
And also, I want to make a mixture model that combines ages and work experiences.
You can see the trend for the past 37 years that the proportion of elderly people more than 61 years increases.
51 to 55, 56 to 60 ages are not subdivided.
So we have reconstructed as the age interval between 20s, 30s, 40s, 50s, 60s
In analyzing the work experience, it is also worth noting that the rate of marine accidents is increasing among ship's navigator with more than 30 years of experience.
In general, the more ship boarding experience, the more job knowledge can be accumulated and the number of people involved in marine accidents may decrease.
However, marine accidents are increasing.
I think it is possible to suggest that people involved in marine accidents are becoming aging.
I would like to derive the most optimal model among the Poisson regression model and the negative binomial regression model etc.
My idea 1)
The data for 37 years is broken down into five-year periods and the average data have been calculated.
What do you think about making models as the early 1980s, the late 1980, the early 1990s, the late 1990s, the early 2000s, the late 2000s, the early 2010s, and the late 2010? That's my idea.
My idea 2)
In my opinion, the following alternative hypothesis for the null hypothesis will be proved by statistical analysis.
Null Hypothesis: The more ship boarding experience, the more job knowledge will be accumulated and the number of marine accidents will decrease
My idea 3)
I’d like to analyze about relation between ages and work experiences of persons in involved in marine accidents.
And also, I want to make a mixture model combines age and work experience.
I do not know what statistical analysis to apply.
Use the SPSS software.
please make the guideline as the Powerpoint how to get the output of the statistics.
I'd like to submit about this statistics analysis
so, please make a draft in Word(.doc)
I attached my data.
I would appreciate your good feedback.
18 freelancers are bidding on average $78 for this job
Hello I can do this work. Let's discuss details. Relevant Skills and Experience Excel, SPSS, Statistics, SPSS syntax, Report writing 15 years. Proposed Milestones $200 USD - Analysis with mixture modelling
SPSS Statistics, Statistical Analysis, Statistics experienced person Relevant Skills and Experience SPSS Statistics, Statistical Analysis, Statistics experienced person Proposed Milestones $111 USD - TASK