Normal limiting distributions for systems of linear equations in random sets

نویسندگان

چکیده

We consider the binomial random set model [n]p where each element in {1,…,n} is chosen independently with probability p:=p(n). show that for essentially all regimes of p and very general conditions a matrix A column vector b, count specific integer solutions to system linear equations Ax=b entries x follows (conveniently rescaled) normal limiting distribution. This applies among others number every variable having different value, as well broader class so-called non-trivial homogeneous strictly balanced systems. Our proof relies on delicate algebraic study both subjacent matrices corresponding ranks certain submatrices, together application method moments theory.

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

Algebraic Solving of Complex Interval Linear Systems by Limiting ‎Factors‎

In this work, we propose a simple method for obtaining the algebraic solution of a complex interval linear system where coefficient matrix is a complex matrix and the right-hand-side vector is a complex interval vector. We first use a complex interval version of the Doolittle decomposition method and then we restrict the Doolittle's solution, by complex limiting factors, to achieve a complex in...

متن کامل

Infinite Systems of Functional Equations and Gaussian Limiting Distributions

Systems of functional equations for generating functions appear in many combinatorial enumeration problems, for example in tree enumeration problems or in the enumeration of planar graphs (and related problems), see Drmota (2009). Usually, these enumeration techniques can be extended to take several parameters into account: the number of vertices, the number of edges, the number of vertices of ...

متن کامل

Threshold functions for systems of equations on random sets

We present a unified framework to deal with threshold functions for the existence of certain combinatorial structures in random sets. More precisely, let M · x = 0 be a linear system of r equations and m variables, and A a random set on [n] where each element is chosen independently with the same probability. We show that, under certain conditions, there exists a threshold function for the prop...

متن کامل

Limiting distributions of linear programming estimators

Smith (1994) proposes estimation in linear regression models with non-negative errors by maximizing the sum of tted values subject to the constraint that the tted values can be no larger than the corresponding response value. In this paper, we consider the limiting distribution of these estimators under very general conditions. Some extensions to local polynomial estimation are also considered.

متن کامل

Limiting Distributions for Sums of Independent Random Products

Let {Xi,j : (i, j) ∈ N } be a two-dimensional array of independent copies of a random variable X, and let {Nn}n∈N be a sequence of natural numbers such that limn→∞ e Nn = 1 for some c > 0. Our main object of interest is the sum of independent random products

متن کامل

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: Linear Algebra and its Applications

سال: 2022

ISSN: ['1873-1856', '0024-3795']

DOI: https://doi.org/10.1016/j.laa.2022.05.003