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全部话题 - 话题: normals
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a**n
发帖数: 3801
1
normal和lognormal不可能是equivalent measure啊
h*********7
发帖数: 23
2
个人觉得这道题目的意思就是真是的underlying 是normal 但是在市场上我们quote
的时候我们按照B- S 来quote 问你 Digital 的价格怎么变化
k*****y
发帖数: 744
3
Q2.18 Suppose we price a digital call in both normal and lognormal models in
such a way that the price of call option with the same strike is invariant.
How will the prices differ?
the price of call option with the same strike is invariant是什么意思?
解答也没看懂,哪位来稍微解释一下?谢谢~
A*****s
发帖数: 13748
4
觉得很ft
不知道怎么用normal model来price
感觉是个杜撰出来的题目,直接忽略了

in
invariant.
A*****s
发帖数: 13748
5
你说easy and fair是因为这个option是binary么?
那倒是。。。换一个别样的option就没这么简单了吧。。。
另外从来就没搞明白过所谓的normal model神马样子?
ds = u dt + vol dW?
面试的时候为神马要问这种根本不valid的model呢?
A*****s
发帖数: 13748
6
另外从来就没搞明白过所谓的normal model神马样子?
ds = u dt + vol dW?
面试的时候为神马要问这种根本不valid的model呢?
A*****s
发帖数: 13748
7
那怎么假设的?
比如知道今天的价格是S_0
那未来的价格变化S_T-S_0符合Normal(uT,vol^2*T)这样一个分布?
A*****s
发帖数: 13748
8
我就是问问normal model到底是怎样的啊
我刚才写的那个对不对啊?
连model都不知道肿末推啊 T_T
A*****s
发帖数: 13748
9
另外对于binary随便一个distribution不就是 Exercise Pay-off 乘上在RN下的
Exercise Probability么? 这是binary所以pay-off是常数啊?唯一需要求的就是
Exercise Probability啊?
我理解错了么?所以我一直问所谓的normal model到底神马样子啊。。。
m*********g
发帖数: 646
10
所以我一直告诉你有了DIST就够了,不用管什么NORMAL MODEL阿。
A*****s
发帖数: 13748
11
我就是对normal model百闻不得一见,表示好奇啊 lol
a**n
发帖数: 3801
12
normal和lognormal不可能是equivalent measure啊
h*********7
发帖数: 23
13
个人觉得这道题目的意思就是真是的underlying 是normal 但是在市场上我们quote
的时候我们按照B- S 来quote 问你 Digital 的价格怎么变化
w******i
发帖数: 503
14
what is the answer?
my feeling is that lognormal digital call is less expensive than that in
normal model.
k*****y
发帖数: 744
15
书上说把normal近似看成lognormal with volatity \sigma/S,lognormal就会小点。
怎么理解?
s***l
发帖数: 2236
16
来自主题: Science版 - Normal laser light pump (转载)
seminconductor laser is not pumped by light. and no laser nowadays can be
pumped by sun light yet.

normal
can
F****r
发帖数: 151
17
请问在C/C++ 里算normal cumulative probability 的function 是什么? 还有,在那
里可以查到这类信息呢? 谢谢!
t******n
发帖数: 21
18
来自主题: Statistics版 - question on normal distribution in matlab
I used matlab to generate a normal distribution with 0 as mean and 1 as
standard deviation. But if I used function 'normfit' to fit the generated
dataset, the new mu and sigma values do not match the original data. Is this
right?
normpdf: 0, 1
normfit: 9.9900e-02,1.3498e-01
H*******e
发帖数: 726
19
Please recommend any books or papers that deal with normal density when the
covariance matrix is rank deficient. Thanks in advance.
p********6
发帖数: 1339
20
来自主题: Statistics版 - normal approximation to binomial
google Lyapunov's central limit theorem
如果满足 limit (sum(mu3_i)/sum(sigma_i^2)) -> 0 (这里mu3_i是每个Xi的三阶中心
矩,sigma_i^2是每个Xi的variance)
那么 sum(Xi) asymptotically belong to Normal(M, V), M=sum(mean_i), V=sum(
sigma_i^2)/n
w****s
发帖数: 4430
21
是不是要求DATA是NORMAL才能用?
另外还有一个愚蠢问题,怎么把这个SCORE变为[0, 1] 是不是(Z+1)/2 即可?谢谢。
q*******t
发帖数: 18
22
来自主题: Statistics版 - Can Proc Mixed handel non-normal data?
The residual plot showed non-normality. Will the inference from Proc mixed
still O.K to use?
Does "diff=sattherth" can handle unequal variance?
Thanks
s*****e
发帖数: 422
23
levislicn, thanks.
Let it be U.
U is between (0,1) because it's a CDF. U is continuous because a CDF of a
standard normal r.v. is continuous. OK for now.
If U is uniform(0,1), the density of U should be 1. But where should I get
this?
Thanks.
c******3
发帖数: 18
24
Hi,
I have 10 values. I assume that they are iid from std normal. I am wondering
how I can check this assumption, that is, what test quantity can be used.
Thanks a lot!
z****e
发帖数: 2024
25
what i know is a qqplot to see if the sample is from a normal distribution.
a********a
发帖数: 346
26
来自主题: Statistics版 - normality test mix model
Is there a way to get residual from mixed model just like from a linear
model to have a qq plot to see the normality of the data?
Thanks
h***i
发帖数: 3844
27
来自主题: Statistics版 - normality test mix model
sas的 glimix如果random effect不是normal,应该 fit的很烂吧。

Y-
D*********2
发帖数: 535
28
来自主题: Statistics版 - X,Y iid normal, 请问X/Y的pdf如何求?
The ratio of two independent standard normal random variables is a standard
Cauchy variable.
C******t
发帖数: 72
29
来自主题: Statistics版 - X,Y iid normal, 请问X/Y的pdf如何求?
I don't know how to post the pdf file. By recogonizing the truncated normal
distribution, the solution is not very difficult.
R*******s
发帖数: 136
30
来自主题: Statistics版 - X,Y iid normal, 请问X/Y的pdf如何求?
发信人: RedLeaves (Red Leaves), 信区: JobHunting
标 题: Re: X,Y iid normal, 请问X/Y的pdf如何求? (转载)
发信站: BBS 未名空间站 (Thu Apr 15 18:36:56 2010, 美东)
不太确定对不对啊,取很多 (x,y),画在二维平面内,感觉就是一个而为高斯分布。y
/x=k=tan(theta). 很明显,对角度的概率密度是个常数f(theta)~constant. 然后有一
个公式可以从f(theta)转到f(k),好像是这个形式f(theta)*d(theta)=f(k)*dk, 然后f
(k)=constant*d(theta)/dk,这里theta=atan(k).这里面没有考虑角度在第二和第三象
限,但是应该差不多就这样子了
t**g
发帖数: 1164
31
来自主题: Statistics版 - X,Y iid normal, 请问X/Y的pdf如何求?
but X2 is normal, not chi-square?
O*****y
发帖数: 222
32
来自主题: Statistics版 - X,Y iid normal, 请问X/Y的pdf如何求?
That's not right.
sqrt(X2) is not normal.
l*********s
发帖数: 5409
33
来自主题: Statistics版 - X,Y iid normal, 请问X/Y的pdf如何求?
the question did not specify standard normal.
d******e
发帖数: 7844
34
来自主题: Statistics版 - X,Y iid normal, 请问X/Y的pdf如何求?
如果不指定Standard normal那啥都算不了。
l*********s
发帖数: 5409
35
来自主题: Statistics版 - X,Y iid normal, 请问X/Y的pdf如何求?
If this is normal with mu=0, then it is too easy.
H******e
发帖数: 333
36
就是我现在做一个东西,必须要用paired T-test和one-way repeated measured ANOVA
来做(因为要check一些对应数据的mean是不是相同)。
做之前要check assumptions,但是我有2、3组数据算出来的关于difference的结果,不是normally
distributed。
那个Shapiro-Wilk的p-value是<0.05的。
但是从qq plot来看,observations对应的点还是大致成直线的。
这个该怎么办呀?
谢谢
j*****e
发帖数: 182
37
Don't worry too much about the p-value. Even if your data is normal. when
the sample size is large, p-value will be small.
Looking at the qq-plot might be good enough.
s*****e
发帖数: 3954
38
来自主题: Statistics版 - 问个normality test的问题
2个treatment的longitudinal data
test normality的时候是 test by treatment and time
还是overall 就好了?
thanks
b**********i
发帖数: 1059
39
谢谢。 multivariate normal 发觉容易对付,不用 proc iml 也可以用cholesky
transformation。现在问题是怎么弄multivariate uniform distribution。 这个proc
iml也可以吗?
w*****n
发帖数: 375
40
independent variable 不需要是normal distributed.
D******n
发帖数: 2836
41
Wrong.
I think the assumptions for discriminant analysis is u have two
populations and they are normal.

means I
to
nearly
s******y
发帖数: 435
42
产生1000 observation with means(0,0), variances (10,10), and covariance 9
.
the SAS data step to accomplish task
data k;
seed = 1283470;
do i = 1 to 1000;
z1 = rannor(seed);
z2 = rannor(seed);
z3 = rannor(seed);
x = 3*z1 + z2;
y = 3*z1 + z3;
output;
end;
drop seed;
run;
请问产生三个随机normal变量z1, z2,z3后用x,y的两个公式怎么理解? 能否详细解释
一下背后的机理?
谢谢。
h******3
发帖数: 190
43
I saw people use it in linear regression models
http://www.r-tutor.com/content/normal-probability-plot-residuals
I was expecting the qqline to be a 45 degree straight line with standardized
residuals, but it is not always the case. Why?
f**********t
发帖数: 1001
44
它应该assume error项是Normal distribution的。那么它对于数据有没有这
个assumption呢?
我猜测,如果有这个assumption的话,可能是不希望有outliner。比如long
tail distribution就有很多outliner。
望指教!
a*****3
发帖数: 601
45
你确定? 比如红太阳想知道身高v.s.体重有什么回归关系?抽样身高从五尺5寸,6寸
,....不就行了? 还非要满足正太分布?

upon parameters; when there is outlier, some inference may be invalid
based: on the normal assumption...
d******g
发帖数: 130
46
I think that's the reason why we have large number theorem and t test. The
normality assumption for error is more related to statistical inference for
beta since the distribution of beta depends on the distribution of errors.
D*********2
发帖数: 535
47
kirklanda正解。
Y 也 normal.
d******e
发帖数: 7844
48
确切地说是Y|X是normal
f**********t
发帖数: 1001
49
嗯。error和Y|X normal。
X无所谓。
D*********2
发帖数: 535
50
...那您让兄弟姐妹们回答了一圈simple linear regression的问题。
OLS的假设应该就只是关于error term的,or, to be specific, E[\epsilon|X]=0,
Var[\epsilon|X]=\sigma^2 I_n。normality 都不用。
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