Answered step by step
Verified Expert Solution
Question
1 Approved Answer
f0.334 0.0069 0.336 0.0042 0.341 0.0054 0.369 0.0057 0.397 0.0110 0.373 0.0152 0.357 0.0101 0.342 0.0034 0.381 0.0101 0.359 0.0057 0.332 0.0044 0.338 0.0113 0.342
\f0.334 0.0069 0.336 0.0042 0.341 0.0054 0.369 0.0057 0.397 0.0110 0.373 0.0152 0.357 0.0101 0.342 0.0034 0.381 0.0101 0.359 0.0057 0.332 0.0044 0.338 0.0113 0.342 0.0043 0.366 0.0055 Your team is asked to do the following: 1) Analyze the soil data for porosity n and hydraulic conductivity K in order to estimate all basic statistics. 2) Infer the underlying distributions for both soil parameters using a chi-square test (normal and log-normal are 2 good starting points). 3) Establish a linear regression between porosity and the logarithm of hydraulic conductivity. 4) Test for significance of regression in step 3 by establishing statistical significance for the 1 slope. 5) Summarize your findings in a brief report (max. 3 pages). You are welcome to use MATLAB, Excel Your report should be professional (i.e., typed, graphics produced using computer, etc.). Repetitive calculations may be included in neat hand-written form on engineering paper in an appendix at the end of your report. 3Project Generalities: This project will facilitate assimilation of and practicing with concepts discussed in class. The emphasis of this project is in basic statistics, regression analysis and hypothesis testing. Project Objectives: The objectives of the final project are to promote material assimilation and test whether learning has taken place. In particular, the concepts that will be practiced and tested are: Calculation of basic statistics Linear regression Testing for significance of slope Hypothesis testing Project Specifics: The New Mexico State Department of Transportation (DOT), through their Project Officer Mr. U. R. Hired, has retained your consulting team in order to provide guidance for the design of a filter system that is to be installed in a highway embankment. Your team has conducted a field sampling campaign and collected soil embankment data for porosity n (relatively inexpensive to measure) and hydraulic conductivity K (relatively expensive to measure). These data are tabulated below (Wierenga et al., 1989): POROSITY HYDRAULIC CONDUCTIVITY (CM/SEC) 0.345 0.0098 0.352 0.0079 0.323 0.0034 0.311 0.0068 0.329 0.0053 0.301 0.0058
Step by Step Solution
There are 3 Steps involved in it
Step: 1
Get Instant Access to Expert-Tailored Solutions
See step-by-step solutions with expert insights and AI powered tools for academic success
Step: 2
Step: 3
Ace Your Homework with AI
Get the answers you need in no time with our AI-driven, step-by-step assistance
Get Started