Computing and Data Analysis for Environmental Applications
Lecture Notes
The notes for Lectures 9 and 12 are not available.
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LEC/REC # |
TOPICS |
SUPPORTING FILES |
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1 |
Course Introduction (PDF) |
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2 |
Descriptive Statistics (PDF) |
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3 |
Probablility (PDF) |
virtual.m (M) |
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4 |
Joint Probability, Independence, Repeated Trials (PDF) |
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5 |
Combinatorial Methods for Deriving Probabilities (PDF) |
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6 |
Conditional Probability and Baye's Theorem (PDF) |
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7 |
Random Variables and Probability Distributions (PDF) |
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8 |
Expectation, Functions of a Random Variable (PDF) |
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9 |
Risk |
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10 |
Some Common Probability Distributions (PDF) |
cdffit.m (M) |
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11 |
Multivariate Probability (PDF) |
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12 |
Functions of Many Random Variables |
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13 |
Populations and Samples (PDF) |
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14 |
Estimation (PDF) |
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15 |
Confidence Intervals (PDF) |
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16 |
Testing Hypotheses about a Single Population (PDF) |
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17 |
Testing Hypotheses about Two Populations (PDF) |
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18 |
Small Sample Statistics (PDF) |
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19 |
Analysis of Variance (PDF) |
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20 |
Analysis of Variance (contd.) (PDF) |
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21 |
Multifactor Analysis of Variance (PDF) |
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22 |
Linear Regression (PDF) |
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23 |
Analyzing Regression Results (PDF) |
Recitations
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REC # |
TOPICS |
SUPPORTING FILES |
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1 |
Programming in MATLAB® (PDF) |
climate_plot.m (M) |
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2 |
MATLAB® Operations (PDF - 1.7 MB) |
oxygen.m (M) |
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3 |
MATLAB® Tests and Loops (PDF) |
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4 |
Virtual Experiments (PDF) |
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6 |
Time Series (PDF) |
Assignments
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ASSIGNMENTS |
SOLUTIONS |
SUPPORTING FILES |
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Problem Set 1 (PDF) |
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Problem Set 2 (PDF) |
pset03_2.m (M) |
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Problem Set 3 (PDF) |
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Problem Set 4 (PDF) |
cdffit.m (M) |
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Problem Set 5 (PDF) |
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Problem Set 6 (PDF) |
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Problem Set 7 (PDF) |
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Problem Set 8 (PDF) |
lowercharles.txt (TXT) |
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Problem Set 9 (PDF) |
lowercharles.txt (TXT) |
Exams
The quizzes in this section are presented in one of three formats: questions and solutions are in separate files, questions and solutions are combined in the same file, or the questions are provided with no accompanying solutions.
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YEAR |
EXAMS |
SOLUTIONS |
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2003 |
Practice Quiz 1 (with solutions) (PDF) |
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2003 |
Quiz 1 (with solutions) (PDF) |
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2003 |
Quiz 2 (with solutions) (PDF) |
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2003 |
Quiz 3 (PDF) |
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2002 |
Quiz 1 (PDF) |
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2002 |
Quiz 2 (with solutions) (PDF) |
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2002 |
Quiz 3 (PDF) |
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2001 |
Quiz 1 (PDF) |
Quiz01_1_1.m (M) |
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2001 |
Quiz 2 (with solutions) (PDF) |
Quiz01_2sol.m (M) |
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2001 |
Practice Quiz 3 (with solutions) (PDF) |
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2001 |
Another Practice Quiz 3 (with solutions) (PDF) |
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2000 |
Quiz 1 (PDF) |
Quiz00_1.m (M) |
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2000 |
Quiz 2 (PDF) |
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2000 |
Quiz 3 (PDF) |