Interpretation of JMP analysis results

[#1]

Hi, everyone: I am a technician engaged in process technology and have simple statistical knowledge. The use of jmp is very user-friendly and gives many useful conclusions, but I don't know how to interpret these results to others. The leaders and colleagues around me lacked statistical knowledge. Many times I came to conclusions, but could not get them to recognize my results, which made me feel very distressed. I hope you can introduce some statistical books so that I can supplement my statistical knowledge and interpret the conclusions given by JMP.

[#2 · Accepted solution]

Here are four books I recommend you start with. The first three are not really statistics textbooks but cover concepts that are universal in all data collection and analysis. So before you get to things like t-tests, normal or otherwise distributions, R^2, and the other alphabet soup of statistical jargon...I'd read them first. The last is a book that is more technical...and it will teach you JMP along the way.

"Out of the Crisis", Deming

"The Economic Control of the Quality of Manufactured Product", Shewhart

"Understanding Variation", Wheeler

"JMP Start Statistics" Sall et.al.

[#3]

Thanks, I will try to read these books and understand statistics again. I've tried reading some college textbooks before, but they were too theoretical and didn't allow me to connect the analysis results to theory, thanks again.

[#4 · Accepted solution]

Hi @宁南 

You asked for books and @P_Bartell provided you with some great options. 
In addition to books we have a great learning library to help you on your goal of learning statistics.

Be sure to check out the free Statistical Thinking for Industrial Problem Solving (STIPS) course.

cheers,

Stan

[#5]

grateful@ stan_koprowski online-statistics-course Now I am studying. I have been engaged in process-related work for the past ten years, but I have always relied on the accumulated production data and experience, until I discovered the convenient analysis capabilities and powerful drawing functions of jmp, which allowed me to free myself from experience. Come out and start the transformation from process experience to statistical models.