Displaying 20 results from an estimated 28 matches for "lmom".
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lmem
2009 Jul 21
1
lmom - Estimating Normal Distribution Parameters using lmom package
Dear R helpers,
I have a data of 2102 observations (consisting of 0's also), to which I am trying to fit Normal distribution using "lmom" pacakage. If I use Excel, its easy to estimate the parameters of Normal distribution as simple mean and standard devaition. The results I get if I use teh excel are as
Parameters of Normal distribution :-
Mean = 22986.44 and standard deviation = 223452.88
However, if I use the R code u...
2012 Jul 22
1
Adding gamma and 3-parameter log normal distributions to L-moments ratio diagram lmrd()
How to adapt this piece of code but for: - gamma distribution - 3 parameter
log normal
More specifically, where can I find the specification of the parameter
(lmom) for pelgam() and pelln3()?
Lmom package info just gives: pelgam(lmom), lelln3(lmom), where lmom is a
numeric vector containing the L-moments of the distribution or of a data
sample.
# Draw an L-moment ratio diagram and add a line for the
# Weibull distribution
lmrd()
weimom <- sapply( seq(0,...
2004 Feb 25
2
PWM Help
I saw a Help e-mail related to MLE. Does R have a probability weighted method (PWM) estimator function? I can't seem to find anything on PWM, unless my eyes are playing trick on me.
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2009 Mar 16
1
Fw: Fitting GUMBEL Distribution - CDF function and P P Plot
Dera R Helpers,
I am re-posting my query.
Please guide me.
Maithili
--- On Fri, 3/13/09, Maithili Shiva <maithili_shiva at yahoo.com> wrote:
I am trying to fit the Gumbel distribution to a data. I am
using lmom package. I am getting problem in Cumulative
Distribution Function of Gumbel distribution as I am getting
it as a series of 0's and 1's thereby affecting the
P P Plot. My R code is as follows.
library(quantreg)
library(RODBC)
library(MASS)
library(actuar)
library(lmom)
x...
2010 Feb 22
1
lmom: plotting log Pearson Type III
Can anyone show me how to add a log Pearson type III plot using the
evdistq() command to an extreme value plot using the lmom package?
Attached sample code below...
Thanks in advance,
Dave
library(lmom)
# annual maximum daily streamflows Mackenzie River
mackenzieRiver = c(26600, 30300, 34000, 32000, 29200, 28300, 28600,
26400, 28300, 28800, 29000, 22100, 32900, 31800, 21600, 32100, 27000,
24800, 28000, 35000, 32000,...
2007 Feb 25
2
RFA
Dear Sir in the following example,is the vector lmom a l-moment ratios
vector? What is meant by size = northCascades[,1]? And what are the values
in c(0.0104,0.0399,0.0405)?
Please help me I am unable to understand these from help manual.
Best Regards
AMINA
data(northCascades)
lmom <- c(1, 0.1103, 0.0279, 0.1366)
kappaParam <- kappalmom(...
2012 Jun 27
2
how to apply the same function to multiple data set
...ta set. I know this is
very easy, but I got stuck finding the right and fastest way in running it.
IID50=Riidf[1:50,1:1000] #where IID50 is a dataframe consist of 1000 time
series(as column) and 50 time scales (row).
#what I tried to do:
estIID50=rep(NA,1000)
for (i in 1:1000)
estIID50[i]=pargev(lmom.ub(IID50[1:50,i]))
#warning message
In estIID50[i] = pargev(lmom.ub(IID50[1:50, i])) :
number of items to replace is not a multiple of replacement length
#pargev is a function from lmomco package. I would like to apply it to the
1000 set of time series that I have in the IID50, without having...
2009 Mar 19
1
Generalized Extreme Value Distribution (LMOM package) and Frechet Distribution
...and through some other software, it is understood that I can fit the Frechet Distribution to it. However, I need to fit the distribution using R code only.
I have searched many R packages and one R helper has suggested some sites too, but unfortunately parameters couldn't be estimated.
Using LMOM package, I know how to estimate the parameters of Generalized extreme value distribution with mu as the location parameter, ? the scale parameter and k as the shape parameter. The sub-families defined by k = 0, k > 0 and k < 0 correspond, respectively, to the Gumbel, Fr?chet and Weibull famil...
2009 Mar 13
0
Fitting GUMBEL Distribution - CDF function ISSUE
Dear R helpers
I am trying to fit the Gumbel distribution to a data. I am using lmom package. I am getting problem in Cumulative Distribution Function of Gumbel distribution as I am getting it as a series of 0's and 1's thereby affecting the P P Plot. My R code is as follows.
library(quantreg)
library(RODBC)
library(MASS)
library(actuar)
library(lmom)
x <- c(986...
2009 Nov 16
1
lmomco package and confidence limits?
Hello,
I am using the lmomco package (lmom.ub and pargev) to compute the GEV
parameters (location, scale, and shape), which are used to estimate
return values. I was wondering how/if I can calculate upper and lower
confidence (CI_u, CI_l) intervals for each return frequency using the
GEV parameters to fill-in the table...
2006 Apr 26
1
cdf of weibull distribution
Hi,
I have a data set which is assumed to follow weibull distr'. How can I find of cdf for this data. For example, for normal data I used (package - lmomco)
>cdfnor(15,parnor(lmom.ub(c(df$V1))))
Also, lmomco package does not have functions for finding cdf for some of the distributions like lognormal. Is there any other package, which can handle these distributions?
Thanx in advance
Sachin
-------------------------...
2011 Aug 06
2
Gamma distribution parameter estimation
Hey,
I have a set of income data which I'd like to fit to a gamma
distribution. How can I estimate the two parameters of the gamma
distribution for a vector, e.g.
c(2039L, 2088L, 5966L, 2353L, 1966L, 2312L, 3305L, 2013L, 3376L,
3363L, 3567L, 4798L, 2032L, 1699L, 3001L, 2329L, 3944L, 2568L,
1699L, 4545L)
I sense this will be a very easy one-liner, but my searching didn't come
up with
2009 Nov 24
1
Old Version of R - packages
...(a) Kindly guide how do I download the version of YieldCurve compatible with R 2.6.0
(b) If I want to upgrade to R 2.10 (for my standalone machine), how do I do it without losing my "packages" already loaded earlier i.e. if I upgrade to R 2.10, I don't wish to reinstall packages like lmom, lmomco, quantreg, YieldCurve etc.
Please guide
Julia
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2010 Aug 16
1
lmomRFA-package: regsimq()
Hi List!
I?m using regsimq() from the ?lmomRFA?-package to calculate error bounds for diverse distributions. For example:
regsimq(gumfit$qfunc, nrec = lmom.data$n, f = lcdfgum, boundprob = c(0.025, 0.975))
Several times I got this error massage:
Fehler in quantile.default(ou, probs = boundprob, type = 6) :
missing values and NaN's...
2012 Jan 04
1
KS and AD test for Generalized PAreto and Generalized Extreme value
...r Generalized Pareto and Generalized extreme value.
E.g. if I need to use KS for Weibull, I have teh syntax
ks.test(x.wei,"pweibull", shape=2,scale=1)
Similarly, for AD I use
ad.test(x, distr.fun, ...)
My problem is fir given data, I have estimated the parameters of GPD and GEV using lmom. But I am not able to find out the distribution name I should be use for these distributions if I wish to use these tests.
E.g, for gamma, I can use pgamma etc. What distribution name I should use for GPD and GEV and for that matter where can I find the distribution names I can use for KS and AD...
2013 Jan 21
1
lmomco package - Random number generation using Wakeby distribution
Dear R forum
>From the given data, I have estimated the parameters of Wakeby distribution using lmomco package as
library(lmomco)
(amounts <- read.csv("input_S.csv")$amount)
# ___________________________________________________________
# Wakeby distribution - Parameter estimation
N =
length(amounts)
lmr = lmom.ub(amounts)
parameters_of_Wak...
2012 Jun 20
2
lmomco in gev estimation
Hi guys,
I'm trying to use lmomco package. first I did the manual calculation on
what is the estimates scale and location parameter given L-CV=0.2, L1=1000
L-moments and k (shape parameter) =- 0.1. so what i get is:
location: 821.0445
scale: 260.7590
shape: -0.1000
#I assign this as GEV vectors using vec2par
GEVpara2<-...
2013 Sep 24
1
request for help in R
respectd sir,
i am working on regional frequency analysis of flood flow data and want to use packages lmomRFA, lmom, imomco,etc andby using these i want to find RMSE , errorbounds and absolute biase but could not make it clear to use, please help
regards
atta muhammad asif
assistant professor
atta_ycc@yahoo.com
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2010 Jan 28
4
Problems with fitdistr
Hi,
I want to estimate parameters of weibull distribution. For this, I am using
fitdistr() function in MASS package.But when I give fitdistr(c,"weibull") I
get a Error as follows:-
Error in optim(x = c(4L, 41L, 20L, 6L, 12L, 6L, 7L, 13L, 2L, 8L, 22L,
:
non-finite value supplied by optim
Any help or suggestions are most welcomed
--
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2009 Apr 04
2
threshold distribution
Dear ALL
I have a list of data below
0.80010 0.72299 0.69893 0.99597 0.89200 0.69312 0.73613 1.13559
0.85009 0.85804 0.73324 1.04826 0.84002
1.76330 0.71980 0.89416 0.89450 0.98670 0.83571 0.73833 0.66549
0.93641 0.80418 0.95285 0.76876 0.82588
1.09394 1.00195 1.14976 0.80008 1.11947 1.09484 0.81494 0.68696
0.82364 0.84390 0.71402 0.80293 1.02873
all of them are ninty.
Nowaday, i try to find a