yoavram

# -*- coding: utf-8 -*-

u"""
Beta regression for modeling rates and proportions.

References
----------
Grün, Bettina, Ioannis Kosmidis, and Achim Zeileis. Extended beta regression
in R: Shaken, stirred, mixed, and partitioned. No. 2011-22. Working Papers in
Economics and Statistics, 2011.

yoavram

#!/usr/bin/env python
#-*- coding: utf-8 -*-

import sys, os
import re

try:
	bibtexdb = open(sys.argv[1]).read()
except IndexError:
	print("Error: specify the file to be processed!")

yoavram

#!/usr/bin/env python
# -*- coding: utf-8 -*-
import sys
import csv
try:
    import click
except ImportError as e:
    print("Please install Click: http://click.pocoo.org")
    sys.exit(1)

yoavram

"""
This module implements the Lowess function for nonparametric regression.

Functions:
lowess        Fit a smooth nonparametric regression curve to a scatterplot.

For more information, see

William S. Cleveland: "Robust locally weighted regression and smoothing
scatterplots", Journal of the American Statistical Association, December 1979,

yoavram

"""
This script produces a video analysis proving for the first time in history
that bacterial populations grow exponentially. See the result here:
http://i.imgur.com/uoITKiA.gif

We proceed as follows:

- Download a video of bacteria growing under a microscope.
- Cut the video to keep only the first 7 seconds.
- Threshold each frame to find where the bacteria are, and compute the

yoavram

(function (ko, handlers, unwrap, extend) {
    "use strict";
    extend(handlers, {
        href: {
            update: function (element, valueAccessor) {
                handlers.attr.update(element, function () {
                    return { href: valueAccessor() };
                });
            }
        },