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STL decomposition is based on loess, the local weighted regression scatter smoothing method, which was 1990 by the University of Michigan's R. B. Professor Cleveland and W of Att Bell Laboratory. S. Cleveland a method of decomposing time series. The STL decomposition breaks down the time series into seasonal items, trend items and residues.
In order to study this method, I spent a day poring over this paper, completed 17 pages of translation (original
In data analysis, we often encounter the problem of missing value. The general missing value of the processing method has the deletion method and the filling method. By deleting the method, we can delete the missing data samples or variables. The missing value filling method can be divided into single variable filling method and multivariable filling method, in which the single variable filling method can be divided into random filling method, median/median filling method, return filling method
Reprinted from: http://www.cnblogs.com/emanlee/archive/2012/12/04/2802352.html
r language data storage and reading
1 First get current directory with getwd(), set current directory with setwd("C:/data")
2 Data Saving
Create Data Frame D
>d data.frame(Obs = C (1, 2, 3), treat = C ("A", "B", "a"), Weight = C (2.3, NA, 9))
2.1 Save As simple text
>write.table(d, file = "C:/data/foo.txt", row.names = f, quote = f) # space Delimited
>write.table(d, file
, there is usually a difference between a text file and a binary file (binary files). But this difference is somewhat misleading, in fact, each computer file is composed of 0 and 1 encoding, in this sense, all files can be considered binary files. The text file is defined here as a file consisting primarily of ASCII characters or other human language encodings (such as GB encoding for Chinese), and the use of newline characters makes it feel that the file is made up of rows.
A non-text file, suc
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The R language has a commendable ability to visualize, and in this article, we try to use the R language to show map data, which is to draw a map and show the distribution of the data on the map.
Because the Chinese map of the R language is too old, we are looking for an external map data file and loading and displaying th
Tags: tables operating system SQLT user name ODI drive otherInstalling the RODBC package in 1.R Install.packages ("RODBC") 2. Installing MySQL ODBC in Windows system Drive Note distinguish between 32-bit and 64-bit versions; Http://dev.mysql.com/downloads/connector/odbc System configuration for 3.ODBC Under Windows operating system: Control Panel, administrative Tools, data source (ODBC), double-click Add, select MySQL ODBC driver Fill in: Data source
On Windows with notepadd++ edit a shell script, die or die, back to Linux, edit, or have this \ r, search the next, is this:
http://bluemood.blog.51cto.com/1142811/1030925
‘
because the shell processed the character file in Windows, the string that was supposed to output two lines became a line, and some characters from the beginning of the first line were overwritten by the second line.
This is due to the difference between the/
Transferred from: blog.csdn.net/jobchanceleo/category/510850.aspx
As the core of the company, the R D team undertakes the goal of making money for the company by completing the project. The R D personnel did not reduce the turnover rate while being highly valued by the company.Problems and phenomena
We believe you will hear the following questions from your friends or even your company.
The boss said, "
R Language Cross-premises call C + +R's Geek Ideal series of articles, covering the ideas of R, use, tools, innovation and a series of key points, in my personal learning and experience to interpret the powerful R.The R language, as a statistical language, has been shining brightly in niche areas. Until the outbreak of big data, the
0 Preface 1 System Information 2 installation package preparation 3RedHat installation JDK process 1 Check system with Java Environment 2 uninstall system with Java 3 install JDK 4 Configure environment variable 5 test 4RedHat install R process 1 Check GCC Environment 2 unpack R installation package 3 Configure R install package 4 compile
http://blog.csdn.net/zxq1138634642/article/details/9121363
0, the process of using E-R method to design the database concept is discussed.
A : the use of E-R method for database conceptual design, can be divided into 3 steps: First, the design of local E-R mode, and then the local E-R model integrated into a global E-
Turn http://www.cnblogs.com/jiangmiaomiao/p/6991632.html0 IntroductionR supports 4 types of graphics: base graphics, grid graphics, lattice graphics, Ggplot2. Where the Base graphics is the default graphics system for R.1 Basic graphics Functions plot ()The type parameter in the plot () command is used to clarify how the drawing is drawn, using the following type values:
"P" for "points"
"L" for "lines"
"O" for "overlaid" (e.g., lines
Social networking Analysis (social network ANALYSIS,SNA) has gradually become another favorite in the field of data mining. The essence of SNA is to analyze the community phenomenon of the whole sample by using the relationship between each sample (and therefore also become a relational network), and analyze the role of sample points in community formation and the relationship between communities. The SNA is implemented using the Igraph package in the R
The types of data that today's computer systems deal with are diverse, and the data needs to be filtered for deep understanding, and open-source applications are becoming more popular, all changing the language of R, which is used for statistical analysis and visualization. With the development of the Times, R language is also evolving, and has become a part of many big data applications today. In the big D
R language CSV and txt text read-in distinctionThe R language is convenient for processing data, and the first step in processing data is to read the data into memory space, usually the most commonly used text data storage format has two kinds;One is CSV (comma delimiter text) and the other is txt (tab delimiter or space separator), sometimes reading these two file formats is easy to confuse.1, when we read
squared error between the estimate and the observed value, which is calculated as:2. Coefficient of decisionThe value range of the 0~1 is 1 minus the ratio of the non-explanatory deviation to the actual variance, the closer the value of r^2 is to 1, the better the fitting degree of the regression line to the observed value; Conversely, the closer the value of r^2 is to 0, the worse the fitting degree of th
There are many useful statistical functions in the R language. For example arithmetic averages:Mean (x)Find the average of x.Mean (x, trim=0.05, Na.rm=true)A truncated average is provided, which discards the data with a maximum of 5% and a minimum of 5% and the arithmetic averages after all missing values.Common statistical functions provided by R:
function
Describe
# # Rcurl Author # #Duncan Temple LangAssociate professor at the University of California, U.C Davis, USAResearch on information technology based on statistical integrationOverview of RcurlThe Rcurl package is a r-interface to the Libcurl library that provides HTTPFacilities. This allows us to download files from the Web servers, post forms, useHTTPS (The Secure HTTP), use persistent connections, upload files, use binaryContent, handle redirects, pass
Run Install.packages ("Rcurl") To get this result > I has some problem in running R-cran ' s demography package. > The hmd.mx function need rcurl. I tried to install Rcurl, but meet the following error: > ********************************************************************* > ... > * Installing *source* Package ' rcurl ' ... > Checking for curl-config ... no > Cannot find Curl-config > error:configuration failed for package ' Rcurl ' > * removing '/h
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