Junshu bao

Worked with fellow peers at University of Pittsburgh under supervision of Dr. The purpose of this project was junshu bao do a Differential Gene Expression Analysis on a Dexamethasone Treatment data set and incorporate Machine Learning to predict which genes could be differentially expressed, junshu bao.

Junshu Bao in Fall semester of Some pdf files come with Rmd R Markdown source code files while others do not. The Rmd files are added as supplementary material. For those unfamiliar with R Markdown, the source code is converted into a pdf file which contains the final, well-formatted and fully visualized work. For those that are confused about data science, please be sure to check the link associated with this repository. Contains multiple files showing various data visualizations using packages such as ggplot as well as the generic plot built-in R function. There are many examples of linear models as well as colorful schematics for how data can be well visualized.

Junshu bao

Distortion product otoacoustic emissions DPOAE testing is a promising alternative to behavioral hearing tests and auditory brainstem response testing of pediatric cancer patients. This is accomplished through the construction of normal reference charts, or credible regions, that DP-gram differences lie in, as well as contour probabilities that measure how abnormal or in a certain sense rare a test-retest difference is. A challenge is that the data were collected over varying frequencies, at different time points from baseline, and on possibly one or both ears. A hierarchical structural equation Gaussian process model is proposed to handle the different sources of correlation in the emissions measurements, wherein both subject-specific random effects and variance components governing the smoothness and variability of each child's Gaussian process are coupled together. Keywords: Contour probability; Functional analysis; Growth curves; Serial monitoring; Structural equation modeling. Abstract Distortion product otoacoustic emissions DPOAE testing is a promising alternative to behavioral hearing tests and auditory brainstem response testing of pediatric cancer patients.

Your grade is on you.

Overall Quality Based on 50 ratings. Junshu Bao. Professor in the Statistics department at University of Pittsburgh. Rate Compare. I'm Professor Bao. Professor Bao's Top Tags. Check out Similar Professors in the Statistics Department 5.

Statistics knowledge at the level of STAT or above. No prior knowledge of programming required. Any student suspected of violating this obligation for any reason during the semester will be required to participate in the procedural process, initiated at the instructor level, as outlined in the University Guidelines on Academic Integrity. This may include, but is not limited to, the confiscation of the examination of any individual suspected of violating University Policy. Furthermore, no student may bring any unauthorized materials to an exam, including dictionaries and programmable calculators. To learn more about Academic Integrity, visit the Academic Integrity Guide for an overview of the topic. For hands-on practice, complete the Understanding and Avoiding Plagiarism tutorial. These materials may be protected by copyright. United States copyright law, 17 USC section , et seq.

Junshu bao

Overall Quality Based on 50 ratings. Junshu Bao. Professor in the Statistics department at University of Pittsburgh. Rate Compare. I'm Professor Bao. Professor Bao's Top Tags. Check out Similar Professors in the Statistics Department 5. Dec 6th, For Credit: Yes. Bao is good if you have genuine passion for coding and statistics.

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Exams are fairly easy on top of being open-note and open-book with a cheat sheet. Latest commit. Files inside relate to both Machine Learning as well as in-depth results of multiple linear regression. Last commit date. Professor in the Statistics department at University of Pittsburgh. You could probably pass this class with your eyes closed, but you will not learn anything. Branches Tags. A challenge is that the data were collected over varying frequencies, at different time points from baseline, and on possibly one or both ears. As someone who didnt do so well in statistics in high school, I learned so much from her class. She posts all her notes online after class so you don't really need to go.

Overall Quality Based on 6 ratings. Junshu Bao.

Only 2 exams. The midterm and final are open note, she provides study guides, and publishes the answers to all homeworks and tests online, there was an extra credit hw. Bao is a good prof who really cares about her students. Abstract Distortion product otoacoustic emissions DPOAE testing is a promising alternative to behavioral hearing tests and auditory brainstem response testing of pediatric cancer patients. Source Code. Bao is absolutely amazing. I wish that her grading criteria or just overall instructions for the final project were more clear because that was very very vague. Check out Similar Professors in the Statistics Department 5. Dec 6th, I've had her for two classes and would take more with her in a heartbeat. Exams are fairly easy on top of being open-note and open-book with a cheat sheet. The process of this transformation can be accomplished by data tidying and wrangling. Clear grading criteria Lots of homework Lecture heavy. Class consisted of one weekly homework and an occasional quiz. Her exams are harder than the homework that are due almost every week.