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全部话题 - 话题: univariate
1 2 3 下页 末页 (共3页)
S******y
发帖数: 1123
1
If you run the following code, you will see the disagreement between PROC
FREQ results and PROC UNIVARIATE (histogram) results on the SAME data.
On uniform data, PROC UNIVARIATE (histogram) generates two-level values --
Why??
Thanks.
b*******r
发帖数: 152
2
来自主题: Statistics版 - 问个proc univariate 打印的问题
proc univariate data=x;
class a b;
histogram c;
run;
o***n
发帖数: 60
3
来自主题: Statistics版 - proc univariate中如何使用where语句
请问如何在proc univariate过程中使用where条件语句筛选符合条件数据啊?或者筛选
过程是在这个过程之外的data步完成的吗?能否举例指教一下啊?谢谢!
l******m
发帖数: 111
4
来自主题: Statistics版 - proc univariate中如何使用where语句
楼主是要通过where删选data吗?
那就直接在后面加where好了
proc univariate data=sashelp.class (where=(sex='M')) noprint;
histogram age;
run;
f*******m
发帖数: 94
5
来自主题: Statistics版 - 问个SAS proc univariate 的问题
请问在SAS里面我有100多个变量,需用计算出这100多个变量的percentile,请问怎么用
SAS proc univariate 输出表格结果,row 是变量, column 是percentile。平时用R
比较多,用SAS真是不习惯。
t*****a
发帖数: 459
6
来自主题: Statistics版 - 问个SAS proc univariate 的问题
这个一般可以用ods trace on/off 在log里查一下输出的表格名字,然后output一下就
行了。
ods trace on;
proc univariate data=all;
var v;
run;
ods trace off;
那么楼主,这类东西如果用R怎么输出呢?
b***i
发帖数: 10018
7
来自主题: Fitness版 - 如果每天步行一小时
貌似这位美女也是有目的的...
http://www.vegsource.
com/news/2010/07/china-study-author-colin-campbell-slaps-down-critic-den
ise-minger.html
Reply to Denise Minger
by Dr. T. Colin Campbell, PhD, author The China Study
Ms. Denise Minger has published a critique of our book, The China Study,
as follows.
The China Study: Fact or Fallacy? by Denise Minger - article found at:
http://bit.ly/9s5pn8
It is both interesting and gratifying that there has been such a huge
response, both on her blog and on those of others... 阅读全帖
y****d
发帖数: 432
8
★★★★★★★★★★★★★★★★★★★★★★★★★★★★★
前面说明:
需要的童鞋请到我的签名档的博客查找!谢谢!发E-mail太累了!
觉得有价值的话可以顶一下,以便更多的人看到!谢谢!
★★★★★★★★★★★★★★★★★★★★★★★★★★★★★
详细介绍
1. Advanced Calculus with Applications in Statistics
2.A History of Probability and Statistics and Their Applications before 1750
3.Markov Decision Processes: Discrete Stochastic Dynamic Programming
4.Probability and Statistical Inference
5.Continuous Univariate Distributions, Vol. 1
6.Continuous Univariate Distributions, Vol. 2
7.The Theory of Measures and Integratio... 阅读全帖
y****d
发帖数: 432
9
★★★★★★★★★★★★★★★★★★★★★★★★★★★★★
前面说明:
需要的童鞋请到我的签名档的博客查找!谢谢!发E-mail太累了!
觉得有价值的话可以顶一下,以便更多的人看到!谢谢!
★★★★★★★★★★★★★★★★★★★★★★★★★★★★★
详细介绍
1. Advanced Calculus with Applications in Statistics
2.A History of Probability and Statistics and Their Applications before 1750
3.Markov Decision Processes: Discrete Stochastic Dynamic Programming
4.Probability and Statistical Inference
5.Continuous Univariate Distributions, Vol. 1
6.Continuous Univariate Distributions, Vol. 2
7.The Theory of Measures and Integratio... 阅读全帖
y****d
发帖数: 432
10
****************************************************************************
1)这些资料我以前也分享过,但是因为一些原因我的google博客被关闭了,我就不能
维护下载链接了。现在重新整理出来,免费分享给需要的人。
2)这些资料整理在www.svipbook.com不用担心,都是免费下载的。
3)如果大家需要在人大经济论坛下载任何文件,可以跟帖,我在有时间的情况下给你
下载下来然后传到你能下载的网盘比如dropbox or mediafire
4)如果您认为对您有帮助,请转载这个帖子。谢谢
****************************************************************************
★【1】牛人整理的统计学资料
list
1. AdvancedCalculus with Applications in Statistics
2.A History of Probability and Statistics and Their Applications... 阅读全帖
g****g
发帖数: 1828
11
来自主题: WaterWorld版 - Normal distribution
In probability theory, the normal (or Gaussian) distribution, is a
continuous probability distribution that is often used as a first
approximation to describe real-valued random variables that tend to cluster
around a single mean value. The graph of the associated probability density
function is “bell”-shaped, and is known as the Gaussian function or bell
curve:[nb 1]
f(x) = \tfrac{1}{\sqrt{2\pi\sigma^2}}\; e^{ -\frac{(x-\mu)^2}{2\sigma^2}
},
where parameter μ is the mean (location of the pe... 阅读全帖
z***9
发帖数: 1052
12
来自主题: Statistics版 - SAS又一问题请教各位大牛
要做一个multivariate regression model。备选的variable有近200个。要求先用
univariate regression检验每一个variable,P小于0.3留下再做multivariate。问题
是一个一个的做univariate regression实在太费时间。有没有option可以把所有
variable放进去,然后一个个的做独立的univariate model,而不是一个统一的model
,谢谢
y****d
发帖数: 432
13
【 以下文字转载自 Statistics 讨论区 】
发信人: ysxsjd (ysxsjd), 信区: Statistics
标 题: [分享]Wiley Series in Probability and Statistics系列
发信站: BBS 未名空间站 (Tue Dec 14 07:29:30 2010, 美东)
★★★★★★★★★★★★★★★★★★★★★★★★★★★★★
前面说明:
需要的童鞋请到我的签名档的博客查找!谢谢!发E-mail太累了!
觉得有价值的话可以顶一下,以便更多的人看到!谢谢!
★★★★★★★★★★★★★★★★★★★★★★★★★★★★★
详细介绍
1. Advanced Calculus with Applications in Statistics
2.A History of Probability and Statistics and Their Applications before 1750
3.Markov Decision Processes: Discrete Stochastic Dynamic Programming
4.Prob... 阅读全帖
y****d
发帖数: 432
14
【 以下文字转载自 Statistics 讨论区 】
发信人: ysxsjd (ysxsjd), 信区: Statistics
标 题: [分享]Wiley Series in Probability and Statistics系列
发信站: BBS 未名空间站 (Tue Dec 14 07:29:30 2010, 美东)
★★★★★★★★★★★★★★★★★★★★★★★★★★★★★
前面说明:
需要的童鞋请到我的签名档的博客查找!谢谢!发E-mail太累了!
觉得有价值的话可以顶一下,以便更多的人看到!谢谢!
★★★★★★★★★★★★★★★★★★★★★★★★★★★★★
详细介绍
1. Advanced Calculus with Applications in Statistics
2.A History of Probability and Statistics and Their Applications before 1750
3.Markov Decision Processes: Discrete Stochastic Dynamic Programming
4.Prob... 阅读全帖
p********a
发帖数: 5352
15
来自主题: Statistics版 - [合集] 如何检验normality??
☆─────────────────────────────────────☆
activeman (heart) 于 (Tue Dec 26 13:05:29 2006) 提到:
给一个变量,有n个observations,如何检验其normality?请说说统计方法和SAS程序。
如果不知道这些observations是否independent,又应该怎么做?
谢谢
☆─────────────────────────────────────☆
sotough (BigHorse) 于 (Tue Dec 26 15:06:04 2006) 提到:
This is from sas online documents:
Base SAS software provides several tests for normality in the UNIVARIATE
procedure. Depending on your sample size, PROC UNIVARIATE performs the
Kolmogorov-Smirnov, Shapiro-Wilk
m*********d
发帖数: 209
16
请教大家一下
我如何才能将下面x1x2的图显示在一起?下面code结果是两张图。
univariate 好像没有overlay的option吧? 谢谢!
proc univariate data=testplot;
var x1 x2;
histogram /normal nobar;
run;
o******6
发帖数: 538
17
☆─────────────────────────────────────☆
toobz (bzbutlaz) 于 (Sun Feb 24 15:02:20 2008) 提到:
这个是不是用 proc univariate命令阿?能不能用 proc mean呢?
多谢了!!
☆─────────────────────────────────────☆
goeland (seagull) 于 (Sun Feb 24 15:55:11 2008) 提到:
可以。 只有少许不同。
看看联机帮助的例子。
☆─────────────────────────────────────☆
toobz (bzbutlaz) 于 (Sun Feb 24 16:15:36 2008) 提到:
好多谢,我还怕老师要求的多,用means可能要自己写出来要算得统计数据,所以觉得
还是用Univariate的好,以下子都出来了,安全一点。呵呵,多谢了。

☆─────────────────────────────────────☆
liuyali (dilly) 于 (
f***a
发帖数: 329
18
你这个 “点” 到底指啥? 一个点就是一个数值?
那就是Univariate data,看你是什么数据类型画各种univariate的图
希望能把问题描述清楚点,呵呵
y****d
发帖数: 432
19
来自主题: Statistics版 - [分享]牛人整理的统计学教材
★★★★★★★★★★★★★★★★★★★★★★★★★★★★★
前面说明:
需要的童鞋请到我的签名档的博客查找!谢谢!发E-mail太累了!
觉得有价值的话可以顶一下,以便更多的人看到!谢谢!
★★★★★★★★★★★★★★★★★★★★★★★★★★★★★
详细介绍
1. Advanced Calculus with Applications in Statistics
2.A History of Probability and Statistics and Their Applications before 1750
3.Markov Decision Processes: Discrete Stochastic Dynamic Programming
4.Probability and Statistical Inference
5.Continuous Univariate Distributions, Vol. 1
7.The Theory of Measures and Integration
8.Robust Statistics: Theory and Methods
9.Fi... 阅读全帖
w*****m
发帖数: 414
20
来自主题: Statistics版 - 请教一个sas求和的问题
丸子的这个算法有个小问题。如果你看我的原始数据描述就会发现,每一个id中的
sequence有时候
是重复的。比如说,对于同一个id,事件在2000年发生一次,sequence=1, 2001没有发
生,跳
过,2002年发生一次,sequence=1, 2003年没发生,再跳过;2004年又发生一次,
sequence
还是=1,2005年没有发生,再次跳过。
对于这个id,sequence=1出现三次。丸子直接做
proc univariate data=sum noprint;
class id sequence;
就有问题了。

proc sort data=sum;
by id sequence;
run;
proc univariate data=sum noprint;
class id sequence;
var x;
output out=report sum=sum mean=mean median=median std=std;
run;
y****d
发帖数: 432
21
A Course in Probability Theory Kai Lai Chung
A Modern Approach To Regression With R
A Second Course in Stochastic Processes
A First Course in Bayesian Statistical Methods
Advanced Statistics
An Introduction to the Bootstrap
Analysis of Incomplete Multivariate Data
Asymptotic Statistics
Bayesian Computation with R
Bayesian Data Analysis
Categorical Data Analysis
Continuous univariate distributions1
Continuous univariate distributions2
Generalized Additive Models
Graphical Models
Introducing Monte... 阅读全帖
s**m
发帖数: 340
22
the studied population has 114 patients. Univariate cox model of my index
results hazard ratio of 2.6 (p<0.001). I put the index into a multivariate
cox model with 5 other variables, and results a hazard ratio>4 (P<0.02).
However, a collaborator criticized that the univariate results does not have
enough statistical power to justify the use of multivariate model. Does
that make sense? I am not an expert in statistics. I just use epi-info to do
the analysis, and it does not give me this statistic... 阅读全帖
y*****w
发帖数: 1350
23
1. Use those covariates that are related to both the grouping variable and
the outcome variable in the study. For example, if your study is to analyze
whether a drug treatment is highly associated with mortality, and the
demographics and baseline characteristics are not balanced between the
treatment groups, then you would need to (1) run univariate logistic
regressions to identify those covairates that are highly associated with
drug treatment, (2) run univariate Cox regression models to identi... 阅读全帖
l*******o
发帖数: 71
24
想今秋转行学统计,请有经验的同胞们给点建议和鼓励给我指条明路。现在的我很
迷茫不知道自己的选择是不是正确的。最近看过很多帖子说统计小硕找工作不容易什么
的,弄得我一身冷汗。先做一下自我介绍本人31了,2009年毕业于国内一普通大学2E专
业。来美国5年了一直做全职,现在宝宝也快2岁了。我和老公的绿卡正在排期,大概是
两年后能排到,所以想现在学点东西到时候找个工作。我现在的想法就是只要毕业能找
到工作就好。真怕花了老公大把银子最后还是家庭主妇。哦对了忘交代了,我的英语水
平是一般。教育宝宝都是全中文的。我的问题主要有2个方面。
1.学统计从事哪个方向的就业机会多啊?我看有学生物统计去药厂的,有在银行和保险
公司的。看有人说药厂的工作经验到换工作的时候是很难转的。那什么方向的工作经验
是越久越光明呢?
2学校的curriculum上有好多课程,有经验的兄弟姐妹们能帮我看看哪些课程的实用性
强么?里边有的应该是phd的课程,不知道我能不能选呢。我把一些我觉的不用选的和
不能选的课程删掉了。小硕就是10门课。
courses list:
8001. Probability ... 阅读全帖
G**7
发帖数: 391
25
来自主题: JobHunting版 - 公司组里招人 (转载)
Would the company be interested in my case? I have PhD degree in educational
research with # of statistical coursework equivalent to master degree in
statistics. I use SAS, performing univariate and multivariate analysis with
it.
Your early reply is much appreciated.
l****s
发帖数: 161
26
来自主题: JobHunting版 - 问几个简历的问题
之前一直投Academic的工作
现在开始也投工业界了(一般是HR方向的),没办法,机会实在是不多。但自己的硬伤在缺少applied experience,所以现在internship position也投。。。
觉得之前的简历貌似不是很合适,大家给看看咋改
首先和大多简历一样,偶的也分成了几个section,一共三页
第一部分:professional profile
A critical thinker who is an expert at applying measurement and scientific
principles to human capital problems. Areas of expertise include: blah blah
第二部分:education
第三部分:research/work experirence
lab instructor: 代本科生的lab
research assistant: 主要介绍自己在老板底下做了啥
teaching assistant: blah blah
administrator: 为一个公司招聘Proc... 阅读全帖
j*******s
发帖数: 155
27
来自主题: JobHunting版 - 我们公司在招聘一个biostatistician
我们是在加州湾区的一家生物公司,现在招聘一个biostatistician,可以support H1-B
visa和绿卡申请。感兴趣的话请联系我 x**[email protected]
Caprion Proteomics US LLC is seeking a highly motivated individual with
experience in bioinformatics and statistical analysis in a collaborative,
proteomics focused scientific environment at its site in Menlo Park,
California. This position will interact remotely with the main
Bioinformatics group situated in Montreal, Canada with several visits to
Montreal per year and stay in close communication. As the s... 阅读全帖
j*******s
发帖数: 155
28
来自主题: SanFrancisco版 - 【JOBS广告】04.15 -- 05.14
Our company is hiring a biostatistician. Support H1-B visa and green card
application. Please see below job description. Contact me via xxie@caprion.
com if you are interested.
Caprion Proteomics US LLC is seeking a highly motivated individual with
experience in bioinformatics and statistical analysis in a collaborative,
proteomics focused scientific environment at its site in Menlo Park,
California. This position will interact remotely with the main
Bioinformatics group situated in Montreal, Ca... 阅读全帖
D****r
发帖数: 361
29
来自主题: Tennis版 - 大数据分析费纳之战来了
Hehe :), this is not "big data", in terms of the data being tall and wide (
in general wide data make the analysis harder because of the computation
burden
from the large matrix inversion).
This is, at best, a univariate analysis studying the association between the
outcome of the miami open final and the Serve + 1 (to the forehead after
serving) formats of both players. And this is hardly a "data analysis", but
more like just a summary, since there is no modeling, no inference,
especially no "a... 阅读全帖
r****t
发帖数: 10904
30
来自主题: Programming版 - Extrapolation in Python?
Try "interpolate.UnivariateSpline", 把 bbox 设好就行。
Type: type
Base Class:
String Form:
Namespace: Interactive
File: /usr/lib/python2.5/site-packages/scipy/interpolate/
fitpack2.py
Docstring:
Univariate spline s(x) of degree k on the interval
[xb,xe] calculated from a given set of data points
(x,y).

Can include least-squares fitting.
Constructor information:
Definition:
s*******r
发帖数: 181
31
For univariate, out of several SD (4, 5, or even 6) is outlier. For
multivariate, multi-dimension has to be considered. More importantly, you
can not simply delete outlier except you have strong reason to do so.
Normally, do analysis with and without outlier, and then compare to make
sure.
g***i
发帖数: 90
32
来自主题: Computation版 - prove: deg(gcd(p,q))=nullity(sylvester(p,q))
i want to show that, for two univariate polynomials p, q
deg(gcd(p,q))=nullity(sylvester(p,q))
here sylvester(p,q) is the sylvester matrix of the coefficients
of p and q.
thanks.
s***t
发帖数: 113
33
来自主题: Mathematics版 - 请问怎么最快的化简一个多项式?
well, what next then? It is not univariate expression.
s***t
发帖数: 113
34
来自主题: Mathematics版 - 请问怎么最快的化简一个多项式?
well, what next then? It is not univariate expression.
p*****e
发帖数: 15
35
来自主题: Mathematics版 - 两个normal R.V. 相加还是normal吗?
We treat the 0 variance/covariance case as normal.
X is a random vector with n components.
Then X is multivariate normal if and only if
LX is univariate normal, for every 1 x n vector L.
See any general multivariate statistics textbook.
Therefore, the sum of two normals (indep. or not) is still normal if
we choose L=(1, 1).
f**********g
发帖数: 107
36
来自主题: Mathematics版 - 两个normal R.V. 相加还是normal吗?
如果这两个normal随机变量X and Y 可以组成一个multivariate normal,当然choose
L=(1, 1),the sum is a normal. 但问题是是不是随便两个normal随机变量的joint
ditribution都是multivariate normal。我记得LX is univariate normal好像是一个
必要条件。
p*****e
发帖数: 15
37
来自主题: Mathematics版 - 两个normal R.V. 相加还是normal吗?
It is true that normal marginals do not imply the joint normal or
dependence structure. Feedback has given the counter example.
The condition that every linear combination is univariate normal
is sufficient and necessary.
See http://en.wikipedia.org/wiki/Multivariate_normal_distribution

choose
e*****u
发帖数: 27
38
来自主题: Mathematics版 - # local minima
Thanks. I looked into it but totally got lost (since no background in
topology). Could anyone intuitively explain it a little bit?
Basically my question is:
I have 4th order univariate polynomial and thus 4 stationary (or critical)
points. But I am really interested in how many local minima at most. Is it
possible to have all 4 local minima?
m*****e
发帖数: 692
39
It's not listed in ecnometrics book but it's quite similar to the univariate
regression.
y = aX1 + bX2 + error
cov(y,X1) = aVar(X1) + bcov(X1,X2)
cov(y,X2) = acov(X1,X2) + bVar(X2)
c****o
发帖数: 1280
40
来自主题: Quant版 - 问个题
They are, check the definition of joint normal distribution
A random vector is said to be multivariate normally distributed if every
linear combination of its components has a univariate normal distribution.
and the sum of any normal distribution is normal.

normal
q**j
发帖数: 10612
41
来自主题: Quant版 - 有人知道Winton Capital么?
你们这些signal在做 univariate time series regression的时候一般t-statistic 能
有多大?
w****r
发帖数: 1046
42
来自主题: Statistics版 - 还是那个MACRO的问题
IF THEN 不起作用, 还是2个test都做. Thanks!!!
OPTIONS MACROGEN;
%MACRO TWO_SAMPLE (IN=, Y=, A=, ALPHA=);
PROC UNIVARIATE DATA=&IN NORMAL NOPRINT;
BY &A; VAR &Y;
OUTPUT OUT=ONE MEAN=MEANY STD=STDY N=N PROBN=PNORMAL;
DATA TWO;SET ONE;
IF PNORMAL>0.05 THEN DO;
PROC TTEST DATA=&IN;
CLASS &A; VAR &Y;
ODS OUTPUT TTESTS=TT;
DATA TT;SET TT;
IF _N_=2;
KEEP PROBT;
RENAME PROBT=PROB;
DATA THREE;IF _N_=1 THEN SET TT;SET TWO;
END;
IF PNORMAL ne 0.05 THEN DO;
p********a
发帖数: 5352
43
来自主题: Statistics版 - 还是那个MACRO的问题
修改了一下。你的CODE主要有几个问题
1. Data step and proc step 不能nested. Data step can't be nested in another
data step either.
2. %IF %THEN %END should be in open mode instead of data step
3. When you compare values in open mode, it has to be macro variables. (see
proc sql)
I still don't understand your last 4 data steps. There is no macro variables
at all. Why put them inside the macro.
OPTIONS MACROGEN;
%MACRO TWO_SAMPLE (IN=, Y=, A=, ALPHA=);
PROC UNIVARIATE DATA=&IN NORMAL NOPRINT;
BY &A; VAR &Y;
O
a********a
发帖数: 346
44
来自主题: Statistics版 - need help in sas(urgent)
My data and sas code are as following.
我想对score做个histogram,在这个histogram上,我想让x轴上显示score,y轴上显示
relative frequency。但是用上面的命令,结果y轴上显示的是percent。不知道怎么能
让y轴显示relative frequency,而不是percent。 太感谢了。
data one;
input score @@;
datalines;
73 72 77 79 80 82 84 84 86 80
;
run;
proc univariate;
histogram score/ endpoints=64.5 to 95.5 by 5;
run;
t******n
发帖数: 3113
45
不好意思麻烦各位SPSS大虾阿,小妹(or大姐了)在一所学校正在当助教,有道题是这
样的:
Use the COMPUTE COMMAND to creat a summary scale for xxx and xxx (from GSS
database). Get UNIVARIATE DESCRIPTIVE STATISTICS for the summary scale and
for xxx and xxx.
我搞不懂什么是summary scale 阿,请问各位知道该怎么办呢?拜托拜托拜托了!!!!
谢谢!!若有大虾愿意解答,在下赠送包子若干,可能不多,但是聊表心意,拜托请帮
帮忙阿!!! 我作TA的老板是个软件白痴,所有SPSS的学生问题她都是forward 给我
的,一点忙也帮不上,明天我要给他们示范这道题的做法,我知道怎样把scale的转成
norminal的再来分析,可是这个怎么做呢?我自己也是SPSS新手阿,是这门生统的学生
加TA,请大虾们帮帮忙阿!!!!
h*******e
发帖数: 68
46
It can be done through calling system cmds, although quite awkward.
Data I/O are through external files.
Need to pay special attention to special symbols /\ '"
Example
cat("
proc univariate data=tmp;
var fake;
run;
", file=paste("tmp1.sas",sep=""),sep="")
system(paste('"c:/program files/sas/sas 9.1/sas" c:/tmp1.sas', sep=''))
l********3
发帖数: 69
47
proc univariate data=mydata;
var x;
run;
看结果,中间就有一个是算和的结果
x*******i
发帖数: 1590
48
来自主题: Statistics版 - 请教一个问题SAS
在proc univariate中,
histogram v1 v2 v3 v4...;
产生多个histogram,如何将这多个histigrams 放在一页里?
多谢。
m******1
发帖数: 19713
49
Thanks.
It helps with outputing likelihood ratio test statistic. What about score
test?
If it is an univariate model, score and LR tests can be outputed using ods using the global test results. However, my model is a multivariable model.
o******6
发帖数: 538
50
来自主题: Statistics版 - [合集] 问个R里面diff函数的问题?
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dArtagnan (达达尼昂) 于 (Sat Feb 9 20:31:21 2008) 提到:
lag和differences的区别是什么?
help
Arguments
x an object of class "ts" containing the values to be differenced.
lag an integer indicating which lag to use.
differences an integer indicating the order of the difference.
object a univariate or multivariate time series.
... further arguments to be passed to or from meth
可是还是不明白。。。。。。
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statarbit (statarbit) 于 (Sun Feb 10
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