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We derive a sufficient condition for a sparse random matrix with given numbers of non-zero entries in the rows and columns having full row rank. The result covers both matrices over finite fields with independent non-zero entries and $\{0,1\}$-matrices over the rationals. The sufficient condition is generally necessary as well.
Anthropologist Richard Leakey sent Jane Goodall to Gombe (now Gombe Stream National Park) to study chimpanzees in the wild. As an anthropologist, he was keenly interested in human behavior, and believed that chimpanzees would provide a window to understanding it. It took Goodall six months of crawling around in the woods before any chimpanzees would allow her to get close enough to observe them. But her persistence paid off, as she was able to document chimpanzees showing some very human behavior including tool making, cooperative hunting and war making. Partway through her career, she elected to devote the rest of her career to environmental activism and education, and Gombe research was continued by a growing community of researchers including her student, Anne Pusey. Pusey was fascinated by mother–infant relationships, by developmental changes in juveniles as they matured, and by how chimpanzees manage to avoid breeding with close relatives. Other researchers at Gombe studied the relationship between rank and reproductive success, and how disease was influencing survival rates in three different populations in the region. Unfortunately, life table studies indicate that disease and a lack of immigrants into the region are threatening the viability of this iconic group of chimpanzees.
This chapter provides an overview of matrices. Basic matrix operations are introduced first, such as addition, multiplication, transposition, and so on. Determinants and matrix inverses are then defined. The rank and Kruskal rank of matrices are defined and explained. The connection between rank, determinant, and invertibility is elaborated. Eigenvalues and eigenvectors are then reviewed. Many equivalent meanings of singularity (non-invertibility) of matrices are summarized. Unitary matrices are reviewed. Finally, linear equations are discussed. The conditions under which a solution exists and the condition for the solution to be unique are also explained and demonstrated with examples.
We continue discussion of row operations to solve linear systems. In particular, we see how to characterise when a system has no solutions (is inconsistent) and, if consistent, we show how the method can be used to find all (possibly infinitely many) solutions, and to express these in vector notation. Here, the notion of the rank of the system, which determines the number of free parameters in the general solutions, is shown to be important. Continuing the earlier discussion of portfolios, we explain how the existence of an arbitrage portfolio is determined by the existence or otherwise of state prices.
An important operation in signal processing and machine learning is dimensionality reduction. There are many such methods, but the starting point is usually linear methods that map data to a lower-dimensional set called a subspace. When working with matrices, the notion of dimension is quantified by rank. This chapter reviews subspaces, span, dimension, rank, and nullspace. These linear algebra concepts are crucial to thoroughly understanding the SVD, a primary tool for the rest of the book (and beyond). The chapter concludes with a machine learning application, signal classification by nearest subspace, that builds on all the concepts of the chapter.
We introduce a family of local ranks $D_Q$ depending on a finite set Q of pairs of the form $(\varphi (x,y),q(y)),$ where $\varphi (x,y)$ is a formula and $q(y)$ is a global type. We prove that in any NSOP$_1$ theory these ranks satisfy some desirable properties; in particular, $D_Q(x=x)<\omega $ for any finite tuple of variables x and any Q, if $q\supseteq p$ is a Kim-forking extension of types, then $D_Q(q)<D_Q(p)$ for some Q, and if $q\supseteq p$ is a Kim-non-forking extension, then $D_Q(q)=D_Q(p)$ for every Q that involves only invariant types whose Morley powers are -stationary. We give natural examples of families of invariant types satisfying this property in some NSOP$_1$ theories.
We also answer a question of Granger about equivalence of dividing and dividing finitely in the theory $T_\infty $ of vector spaces with a generic bilinear form. We conclude that forking equals dividing in $T_\infty $, strengthening an earlier observation that $T_\infty $ satisfies the existence axiom for forking independence.
Finally, we slightly modify our definitions and go beyond NSOP$_1$ to find out that our local ranks are bounded by the well-known ranks: the inp-rank (burden), and hence, in particular, by the dp-rank. Therefore, our local ranks are finite provided that the dp-rank is finite, for example, if T is dp-minimal. Hence, our notion of rank identifies a non-trivial class of theories containing all NSOP$_1$ and NTP$_2$ theories.
Bogomolov and Tschinkel [‘Algebraic varieties over small fields’, Diophantine Geometry, U. Zannier (ed.), CRM Series, 4 (Scuola Normale Superiore di Pisa, Pisa, 2007), 73–91] proved that, given two complex elliptic curves $E_1$ and $E_2$ along with even degree-$2$ maps $\pi _j\colon E_j\to \mathbb {P}^1$ having different branch loci, the intersection of the image of the torsion points of $E_1$ and $E_2$ under their respective $\pi _j$ is finite. They conjectured (also in works with Fu) that the cardinality of this intersection is uniformly bounded independently of the elliptic curves. The recent proof of the uniform Manin–Mumford conjecture implies a full solution of the Bogomolov–Fu–Tschinkel conjecture. In this paper, we prove a generalisation of the Bogomolov–Fu–Tschinkel conjecture whereby, instead of even degree-$2$ maps, one can use any rational functions of bounded degree on the elliptic curves as long as they have different branch loci. Our approach combines Nevanlinna theory with the uniform Manin–Mumford conjecture. With similar techniques, we also prove a result on lower bounds for ranks of elliptic curves over number fields.
When looking at others, primates primarily focus on the face – detecting the face first and looking at it longer than other parts of the body. This is because primate faces, even without expression, convey trait information crucial for navigating social relationships. Recent studies on primates, including humans, have linked facial features, specifically facial width-to-height ratio (fWHR), to rank and Dominance-related personality traits, suggesting these links’ potential role in social decisions. However, studies on the association between dominance and fWHR report contradictory results in humans and variable patterns in nonhuman primates. It is also not clear whether and how nonhuman primates perceive different facial cues to personality traits and whether these may have evolved as social signals. This review summarises the variable facial-personality links, their underlying proximate and evolutionary mechanisms and their perception across primates. We emphasise the importance of employing comparative research, including various primate species and human populations, to disentangle phylogeny from socio-ecological drivers and to understand the selection pressures driving the facial-personality links in humans. Finally, we encourage researchers to move away from single facial measures and towards holistic measures and to complement perception studies using neuroscientific methods.
Chapter 1 presents the purpose of the book – i.e. describing how a text-based description of three world languages can be developed. The Systemic Functional Linguistic theory informing these descpriptons is introduced, including modellng of context and discourse semantics,and the basic theoretical parameters of metafunciton, rank and stratification.The nature argumentation in relation to grammar description is outlined.
In this invited Afterword Matthiessen positions this volume as the third step in a series of books introducing students and colleagues to Systemic Functional Linguistics (SFL) – following on from the general introduction in Matthiessen and Halliday (1997/2009) and the introduction to formulating system networks in Martin, Wang and Zhu (2013). It also positions the work on English, Spanish and Chinese in this volume in relation to work on other languages, much of which has been curated and/or mentored by Matthiessen. In addition this afterword reviews a number of key issues arising in relation to language description based on SFL. These include the paradigmatic orientation of system descriptions, cryptogrammatical reasoning, trinocular vision (from about, from roundabout and from below), metafunction (ideational, interpersonal and textual), rank and functional language typology.
Chapter 2: Linearly independent lists of vectors that span a vector space are of special importance. They provide a bridge between the abstract world of vector spaces and the concrete world of matrices. They permit us to define the dimension of a vector space and motivate the concept of matrix similarity.
This chapter introduces the appliable linguistics theory, Systemic Functional Linguistics (SFL), informing this grammar of Korean. The three basic theoretical dimensions of SFL are outlined – stratification (levels of language), rank (constituency) and metafunction (kinds of meaning). The approach to the distinctive relation of system to structure in SFL is then explained, including the formalisation of paradigmatic relations in system networks. The chapter closes with an outline of the book as a whole.
The use of gamification to motivate engagement has greatly increased the number of ways in which people compete. Many of these competitions allow individuals to see how they rank as a competition progresses. Our work aims to provide a better understanding of how individuals feel about different rank outcomes in competitions. We do this by applying the principles of expected utility theory to elicit utility curves for over 3,000 people across three studies using hypothetical competition scenarios. We find consistent support for the following generalizations: 1) individuals are risk-seeking when in second place, 2) they are risk-averse when in second-to-last place, and 3) the utility decrease going from first to second place is greater than their decrease going from second-to-last to last place. Our results suggest individuals are both last-place averse and first-place seeking, with an even stronger inclination towards the latter.
For a nonconstant elliptic surface over $\mathbb {P}^1$ defined over $\mathbb {Q}$, it is a result of Silverman [‘Heights and the specialization map for families of abelian varieties’, J. reine angew. Math.342 (1983), 197–211] that the Mordell–Weil rank of the fibres is at least the rank of the group of sections, up to finitely many fibres. If the elliptic surface is nonisotrivial, one expects that this bound is an equality for infinitely many fibres, although no example is known unconditionally. Under the Bunyakovsky conjecture, such an example has been constructed by Neumann [‘Elliptische Kurven mit vorgeschriebenem Reduktionsverhalten. I’, Math. Nachr.49 (1971), 107–123] and Setzer [‘Elliptic curves of prime conductor’, J. Lond. Math. Soc. (2)10 (1975), 367–378]. In this note, we show that the Legendre elliptic surface has the desired property, conditional on the existence of infinitely many Mersenne primes.
Modules are like vector spaces, except that their "scalars" are merely from a ring rather than a field. Because of this, modules do not generally have bases. However, we escape the difficulties in the rings of algebraic integers in algebraic number fields, and we can find bases for them with the help of the discriminant. This leads to another property of the latter rings - being integrally closed. In the next chapter we will see that the property of being integrally closed, together with the Noetherian property, is needed to characterize the rings in which unique prime ideal factorization holds.
For empirical measures supported on a random sample, statistical bounds describe the large-sample asymptotic behavior of the empirical Christoffel function. The Christoffel function associated with a fixed degree will converge to its population counterpart in the large-sample limit. The convergence can be made quantitative using random matrix concentration. Furthermore, in the context of singularly supported population measure, the rank will stabilize almost surely for a finite number of samples.
Let $\mathcal {O}(\pi )$ denote the number of odd parts in an integer partition $\pi$. In 2005, Stanley introduced a new statistic $\operatorname {srank}(\pi )=\mathcal {O}(\pi )-\mathcal {O}(\pi ')$, where $\pi '$ is the conjugate of $\pi$. Let $p(r,\,m;n)$ denote the number of partitions of $n$ with srank congruent to $r$ modulo $m$. Generating function identities, congruences and inequalities for $p(0,\,4;n)$ and $p(2,\,4;n)$ were then established by a number of mathematicians, including Stanley, Andrews, Swisher, Berkovich and Garvan. Motivated by these works, we deduce some generating functions and inequalities for $p(r,\,m;n)$ with $m=16$ and $24$. These results are refinements of some inequalities due to Swisher.
In this paper we study the existence of higher dimensional arithmetic progressions in Meyer sets. We show that the case when the ratios are linearly dependent over
${\mathbb Z}$
is trivial and focus on arithmetic progressions for which the ratios are linearly independent. Given a Meyer set
$\Lambda $
and a fully Euclidean model set with the property that finitely many translates of cover
$\Lambda $
, we prove that we can find higher dimensional arithmetic progressions of arbitrary length with k linearly independent ratios in
$\Lambda $
if and only if k is at most the rank of the
${\mathbb Z}$
-module generated by . We use this result to characterize the Meyer sets that are subsets of fully Euclidean model sets.
Continuing the investigations of Beckett’s posthumously published first novel Dream of Fair to Middling Women begun in the previous chapter, the third chapter probes in greater detail the family resemblances (in the Wittgensteinian sense) between Dream’s creative asylum and space of writing in the mind and Schopenhaurian Buddhist-infused philosophy and Christian mystical thought. Further examined, beginning with his first novel, are the forerunners of Beckett’s aesthetics of emptiness and creation from nothing. The chapter’s discussion of the 1933 short story ‘Echo’s Bones’, posthumously published in 2014 and the final story about the author's fictional persona Belacqua, uncovers the Buddhist allusions kept out of sight by the story’s burlesque drift. In contrast, the reading of Murphy in this chapter counters some early commentators’ Buddhist analysis of Beckett’s second novel. This chapter concludes the investigation of Beckett’s fiction of the 1930s in relation to Schopenhauer’s relay of Eastern thought.