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% BEGIN of HW3 | |
% psilotum 2010/03/13 | |
% for GNU Octave | |
%% 1. Compute the mean and SE(mean) for the fish and copepod densities respectively, | |
% using both normal theory and non-parametric bootstrap | |
% import data first, and select the fish density | |
% and copepod density | |
enviANDdensity=xlsread("enviANDdensity.csv"); |
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% mybootstrap function | |
% psilotum 2010/03/13 | |
% for GNU Octave | |
%% obj is the object, n is the final number | |
% and i is the bootstrapping repeat time | |
function[bootstrp] = mybootstrap(obj,n,i) | |
if columns(obj)==1 |
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#!/usr/bin/env bash | |
# # create target database | |
# psql -d bird -q -c " | |
# DROP TABLE grid; | |
# CREATE TABLE grid | |
# ( | |
# gid integer | |
# ) WITH (OIDS=FALSE); | |
# " |
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#!/usr/bin/env python | |
import random | |
pres=[2,3,4,6,8,10,11] | |
result=[] | |
for i in range(1,12): | |
if i not in pres: | |
result.append(i) | |
else: | |
continue |
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%% 2. Randomization test whether significant difference exists between | |
% the density of Oncaea Venusta and Canthocalanus pauper. (Assume all | |
% data are independent and use all 34 stations.) Report your p-value. | |
% sp1 is Oncaea venusta, sp2 is canthocalanus pauper | |
sp1=copepod_comp(169,:); | |
sp2=copepod_comp(15,:); | |
mu_sp12=mean(sp1-sp2); |
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% Classification using multilayer perceptron | |
% Use the data provided (modeldata.txt). The first | |
% two columns are x1 and x2, the column 3 to 5 represent | |
% coding for three class (y). | |
% Write your own MLP. Use off-line learning, learning | |
% rate=0.001, learning time=1000 step, # of hidden neuron=5, | |
% use tanh as your activation function. Plot MSE vs learning | |
% steps. Calculate the min(MSE) and associated optimal weights. | |
% (NOTE: you should try different initial conditions several times | |
% to check whether you get trapped in the local minimum.) |
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rcetacean=load("cetaceancorrect.dat.txt"); | |
n=size(rcetacean)(:,1); | |
entangle=rcetacean(rcetacean(:,4)==1,:); | |
calm=rcetacean(rcetacean(:,2)<=3); | |
rough=rcetacean(rcetacean(:,2)>=4); | |
% calculate the dimension of calm or rough | |
cs=size(calm)(:,1); | |
rs=size(rough)(:,1); | |
% if calm seas=0 (value 0 to 3) else rough seas=1 | |
% (value >= 4) |
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% Q1: Fit a maximum likelihood model to cetacean entanglement | |
% problem in homework 14 and use AIC to determine the most | |
% appropriate model (i.e. compare models: | |
% 1. Full model (with beta0 beta1 beta2 beta3) | |
% 2. Model without beta1, | |
% 3. Model without beta2, | |
% 4. Model without beta3 | |
% 5. Full model adding interaction term: x*y. | |
clear;clc; |
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#!/usr/bin/env bash | |
# Lin, Cheng-Tao 2010 | |
# School of Forestry and Resource Conservation, National Taiwan University | |
# For GRASS GIS | |
# Variable explanations, derived from http://www.worldclim.org/bioclim-aml | |
# BIO1 = Annual Mean Temperature | |
# BIO2 = Mean Diurnal Range (Mean of monthly (max temp - min temp)) | |
# BIO3 = Isothermality (P2/P7) (* 100) |
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Dansk Botanisk Arkiv 9(3): 30, t. 3, f. 7-8. 1937. (Dansk Bot. Ark.) | |
Icones plantarum formosanarum nec non et contributiones ad floram formosanam. 5: 256. 1915. (Icon. Pl. Formosan.) | |
Botanical Magazine 26(304): 112-113. 1912. (Bot. Mag. (Tokyo)) | |
Bulletin du Jardin Botanique de Buitenzorg, ser. 2, 2(7): 39, pl. 5, f. 1-2. 1912. (Bull. Jard. Bot. Buitenzorg, ser. 2,) | |
以上是我想處理的文字,主要分成四個部分: | |
1. 最前面文字的部份(期刊、書名) 2. 卷/期/頁數等資訊 3. 年份 4. 縮寫 | |
規則如下: | |
A. 最前面文字的部份擷取出來,當成一個欄位(用 pipeline 分隔) | |
A1. 例外:若有期刊書名為 Sometext text, ser. 4, 時,連同", ser. 4"擷取此部份 |
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