Selecting the probability distribution of annual maximum temperature in Malaysia

نویسندگان

چکیده

The issues on global warming have become very popular and been discussed both locally internationally. This phenomenon due to the temperature rises will increase variability of climate more natural disasters were expected occur. Increasing affect agricultural sector, some infectious diseases that may lead high mortality rates in humans, demand for electricity, water food which eventually affecting economy Malaysia. Hence, this work aims study best fitted probability distribution describes annual maximum recorded at seventeen meteorological stations Normal, Lognormal, Gamma, Weibull Generalized Skew Logistic distributions are considered using likelihood estimation method estimate parameters. goodness fit test model selection criteria such as Kolmogorov-Smirnov AndersonDarling tests, Corrected Akaike Information Criterion Bayesian used measure accuracy predicted data theoretical distributions. results show most favour distribution. Also, Lognormal well describe temperature.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Determination of Maximum Bayesian Entropy Probability Distribution

In this paper, we consider the determination methods of maximum entropy multivariate distributions with given prior under the constraints, that the marginal distributions or the marginals and covariance matrix are prescribed. Next, some numerical solutions are considered for the cases of unavailable closed form of solutions. Finally, these methods are illustrated via some numerical examples.

متن کامل

Maximum Entropy Beyond Selecting Probability Distributions

Traditionally, the Maximum Entropy technique is used to select a probability distribution in situations when several different probability distributions are consistent with our knowledge. In this paper, we show that this technique can be extended beyond selecting probability distributions, to explain facts, numerical values, and even types of functional dependence. 1 How Maximum Entropy Techniq...

متن کامل

determination of maximum bayesian entropy probability distribution

in this paper, we consider the determination methods of maximum entropy multivariate distributions with given prior under the constraints, that the marginal distributions or the marginals and covariance matrix are prescribed. next, some numerical solutions are considered for the cases of unavailable closed form of solutions. finally, these methods are illustrated via some numerical examples.

متن کامل

Joint probability distribution of annual maximum storm peaks and amounts as represented by daily rainfalls

Abstract A procedure is presented for using the bivariate normal distribution to describe the joint distribution of storm peaks (maximum rainfall intensities) and amounts which are mutually correlated. The Box-Cox transformation method is used to normalize original marginal distributions of storm peaks and amounts regardless of the original forms of these distributions. The transformation param...

متن کامل

the effect of the record infancy in crimilly acts of guilties (in karaj city)

چکیده یکی از مهمترین دغدغه های بزرگ جوامع بشری، از دیر باز تا کنون که ذهن پژوهشگران و متخصصان بهداشت روانی و اجتماعی و دولتها رابه خود مشغول داشته، مسأله ی بزهکاری می باشد. شناخت کامل پدیده ی بزهکاری و بزهکار، علل وعوامل سقوط یک انسان، چگونگی درمان وی و درنهایت پیشگیری ازبزهکاری ودریک کلام سالم سازی یک جامعه، رسالت عظیم، انسانی ومقدسی می باشد که با بررسی شخصیت مجرم یعنی[ انسانی که تحت شرای...

15 صفحه اول

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: ITM web of conferences

سال: 2021

ISSN: ['2271-2097', '2431-7578']

DOI: https://doi.org/10.1051/itmconf/20213601010