Phys5053
Datasets
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Temperature records of several lakes (from sattelite data)
Data rejection, running mean and variance
1. Issyk_Kul 2. Malawi 3. Ginghai 4. Superior 5. Tanganyika 6. Titicaca 7. Victoria
Collection of time series on a variety of topics
Time series, and other topics
NOAA Paleoclimatology data access
A variety of topics; time series, spatially distributed data, etc.
Financial time series (high, low, close) at Yahoo
Time series, stochastic processes, trends, variance, correlation length, anova
Daily closing values of DJIA from 1-Oct-1928 to 17-Nov-2008
Time series, testing for trends, patterns, and randomness
DJIAclose.csv
Cosmic particles dataset from WALTA experiment
Time series, series of events, testing for trends and randomness
ParticleShower.txt (date, time of event (s), time since last event (ns))
EventsTimSer.m (matlab code)
Years of eruptions of the volcano Aso (Japan) for the period 1229-1962
Time series, series of events, testing for trends and randomness
VolcanoAso.txt
Climate records from Greenland and Antarctic ice cores (through 18O isotopes)
Time series, correlations, shifts in series, significance of correlations
GreenAntarc.mat
GATimSer.m (matlab code)
Brightness (magnitude) of a variable star over 600 consecutive nights
Fourier analysis, autocorrelations.
Star.txt
Measurements of heavy metals in soils and spinach away from a power plant
Correlation coefficient, significance of correlations
Spinach.csv
Measurements of Cu content in soils and cow's milk
Correlation coefficient, the effects of outliers.
SoilMilk.txt (columns: Cu in soils (parts per million), Cu in milk (parts per billion))
Michelson's measurements of the speed of light
ANOVA, box plot, t-test
MichelsonExper.csv
Historical measurements of the speed of light
Measurement errors, sources of uncertainty
Speed of light measurements.xls
Lake Superior air temperatures (at 4 observation stations) (Explanations)
Correlations, time series, Fourier, principal component analysis (PCA)
LakeSuperiorAirTermperature.dat.txt
Tsup.mat (stations 1 and 4 with NaNs removed, plus an explicit timeline)
SupTimSer.m (matlab code)
PCAsup.m (matlab code)
Lake Matano, Indonesia, water temperature vs. depth in consecutive days
Instrumental errors, time series, data correction
MatanoT.xls
Mauna Loa atmospheric CO2 measurements
Time series, Fourier
CO2series.txt
Body measurements data (weight, height, waist girth, abdomen girth) from this article. Probability distributions, disciminant analysis, regression, maximum likelihood estimators
body_men.mat, body_women.mat
Normal body temperature dataset from this article
Normal distribution, chi-square, confidence interval, hypothesis testing, KS test, ANOVA
normtemp.mat (columns: temperature, gender, heart rate)
Cigarette dataset (tar, nicotine, weight, carbon monoxide) from this article
Regression
cigarette.mat
OECD Economic Development dataset
(per capita income, percentage of labor force in agriculture,
percentage in industry, percentage in service occupations), found here
Multiple regression
oecd.mat
Fruitfly dataset from this article
ANOVA
fruitfly.mat
Netflix Prize movie popularity database and a million dollar statistical prediction contest
Predictions, anova, clustering, etc.?
The time interval (in seconds) between successive impulses along a nerve fiber.
nerve-R.dat
The student grades in a class, in alphabetic groups that were graded by different TAs.
grades.mat
Artificial signal: three sine waves contaminated by noise and a linear trend.
xt.mat
Features of 2004 model cars.
cas-fixed04.csv
Images for digitization (imageproc.m).
KivuT.jpg, CoreImage.jpg
Grainsize image for digitization (grains.m).
grainsize.tif
Temperature, pressure, O2, and turbidity from XRX logger in Lake Matano (XRX.m).
XRX.mat
Test 3.
Problem1.mat (txt version)
Problem2.mat (txt version)
Problem4.mat (txt version)