%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%                         pms.sly                                   %%
%%  Probability and Mathematical Statistics package file             %%
%%                      Version 1.1                                  %%
%%                  April 15, 2017                                 %%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%% This file was prepared by:                                        %%
%% Marek Czysto\'lowski                                              %%
%% Mathematical Institute, Wroc\'law University                      %%
%% pl. Grunwaldzki 2/4                                               %%
%% 50-384 Wroc\'law                                                  %%
%% Poland                                                            %%
%% Please submit any bugs and comments to:                           %%
%%  Marek.Czystolowski@math.uni.wroc.pl                              %%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%      LaTeX 2e style file for the processing of LaTeX2e files      %%
%%          of Probability and Mathematical Statistics               %%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\ProvidesPackage{pms}[2017/04/17 v1.1 Probability and Mathematical
                    Statistics package file]
\NeedsTeXFormat{LaTeX2e}

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\RequirePackage[labelsep=period]{caption}
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%               Authors and submission information                  %%
%%                      Inserted by author                           %%
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%                    Submission information                         %%
%%                      Inserted by editor                           %%
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%%                      Title page - macros                          %%
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%%%%%%%logo%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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PROBABILITY\\
AND\\
MATHEMATICAL STATISTICS\\
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 \vskip 3pt
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%                              Sections                             %%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%%\newcommand{\appendix@one}[1]{\setcounter{nappendix}{-1} \section{Appendix$~$---$~$ #1}}

\newcommand{\acknowledgements}{\paragraph{Acknowledgments}}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%                       Styles of Theorems                          %%
%%                  and NewThorems Environments                      %%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\def\fontSteps{\fontsize{11pt}{10pt}\usefont{T1}{ptm}{m}{n}}%
\font\titleThe cmcsc10 at 13truept
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%%\def\@begintheorem#1#2[#3]{%
%%  \deferred@thm@head{\the\thm@headfont \thm@indent
%%    \@ifempty{#1}{\let\thmname\@gobble}{\let\thmname\@iden}%
%%    \@ifempty{#2}{\let\thmnumber\@gobble}{\let\thmnumber\@iden}%
%%    \@ifempty{#3}{\let\thmnote\@gobble}{\let\thmnote\@iden}%
%%    \thm@swap\swappedhead\thmhead{#1}{#2}{#3}%
%%    \the\thm@headpunct
%%    \thmheadnl % possibly a newline.
%%    \hskip\thm@headsep
%%  }%
%%  \ignorespaces}
%%\def\@endtheorem{\endtrivlist\@endpefalse Ble}
%%%%%%%%%%%%%%%%%%%%%%%%do usuniecia%%%%%%%%%%%%%%%%%%%%%%%%

\newcommand{\qeds}{\hskip 2pt {\tiny $\blacksquare$}}
\renewcommand{\mathqed}{\hbox{\qedsymbol}}
\DeclareRobustCommand{\qed}{%
  \ifmmode \mathqed
  \else
    \leavevmode\unskip\penalty9999 \hbox{}\nobreak
    \,\,\hbox{\qedsymbol}%
  \fi
}

\def\fontProofPms{\fontsize{11pt}{10pt}\usefont{T1}{ptm}{m}{n}}
\renewcommand{\qedsymbol}{\hskip 3pt {\tiny $\blacksquare$}}


\def\displaymath@qed{%
    \relax
    \ifmmode
      \ifinner \hbox{\hskip5pt \qedsymbol}
      \else
        \let\eqno\relax \let\leqno\relax \let\veqno\relax
        \hbox{\hskip5pt \qedsymbol}
        %
      \fi
    \else
       \aftergroup\linebox@qed
    \fi
  }

 \let\oldproof=\proof
  \let\endoldproof=\endproof
\renewenvironment{proof}{\begin{oldproof}[\indent{\fontProofPms \proofSo{Proof}.}]}{\end{oldproof}}
%\renewenvironment{proof}{\par {\proofSo{Proof.}}}{\qeds \par}             %rozstrzelic
\newenvironment{proofof}[1]{\begin{oldproof}[\indent{\fontProofPms \proofSo{Proof of #1}.}\newline]}{\end{oldproof}}
\newenvironment{proofSketch}{\begin{oldproof}[\indent{\fontProofPms \proofSo{Proof} (sketch).}]}{\end{oldproof}}

\theoremstyle{pms}
\newtheorem{proposition}{Proposition}[section]
\newtheorem{lemma}{Lemma}[section]
\newtheorem{conjecture}{Conjecture}[section]
\newtheorem{corollary}{Corollary}[section]
\newtheorem{theorem}{Theorem}[section]
\newtheorem{assumption}{Assumption}[section]
\newtheorem*{claimStar}{Claim}
\newtheorem{fact}{Fact}[section]
\newtheorem{remark}{Remark}[section]        %style
\theoremstyle{pmsExample}
\newtheorem{example}{Example}[section]
\theoremstyle{pmsCommentaryRemark}
\newtheorem{commentaryRemark}[remark]{Remark}
\newtheorem{definition}{Definition}[section]
\newtheorem{problem}{Problem}[section]
\newtheorem{note}{Note}[section]


%\newtheorem{assumption}[theorem]{Assumption}
%\newtheorem{hypothesis}[theorem]{Hypothesis}
%\newtheorem{conjecture}[theorem]{Conjecture}
%\newtheorem{problem}[theorem]{Problem}



%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%                       The Bibliography                            %%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\newcommand{\bysame}{\underline{$\;\;\;\;\;\;\;\;\;\;\;\;$}}
\bibliographystyle{plain}
\bibsep 0pt

\ifx\bibfont\undefined
\newcommand\bibfont{\fontsize{9pt}{11pt}\usefont{T1}{ptm}{m}{n}}
\else
\renewcommand\bibfont{\fontsize{9pt}{11pt}\usefont{T1}{ptm}{m}{n}}
\fi

 \let\oldthebibliography=\thebibliography
  \let\endoldthebibliography=\endthebibliography
 \renewenvironment{thebibliography}[1]{\let\baselinestretch\@blstr\pdfbookmark[1]{References}{References}\begin{oldthebibliography}{#1}}%
  {\end{oldthebibliography}%
  \vskip 18pt
  \vtop{\begin{minipage}[t]{14cc}\fontsize{9pt}{11pt}\usefont{T1}{ptm}{m}{n}\@Affiliationi\\ \@addressi\\\ifx\@emaili\@empty\else {\it E-mail}: \@emaili\fi\end{minipage}
\ifnum \c@numAuthors>1
\begin{minipage}[t]{14cc}\fontsize{9pt}{11pt}\usefont{T1}{ptm}{m}{n}\raggedleft\ifx\@Affiliationii\@empty\else \@Affiliationii\\ \fi
                   \ifx\@addressii\@empty\else \@addressii\\ \fi
                   \ifx\@emailii\@empty\else {\it E-mail}: \@emailii\fi\end{minipage}\fi
\ifnum \c@numAuthors>2
\vskip 0.5cm \hskip -0.7cm
\begin{minipage}[t]{14cc}\fontsize{9pt}{11pt}\usefont{T1}{ptm}{m}{n}\ifx\@Affiliationiii\@empty\else \@Affiliationiii\\ \fi
                   \ifx\@addressiii\@empty\else \@addressiii\\ \fi
                   \ifx\@emailiii\@empty\else {\it E-mail}: \@emailiii\fi\end{minipage}\fi \hfill
\ifnum \c@numAuthors>3
\begin{minipage}[t]{14cc}\fontsize{9pt}{11pt}\usefont{T1}{ptm}{m}{n}\raggedleft\ifx\@Affiliationiv\@empty\else \@Affiliationiv\\ \fi
                   \ifx\@addressiv\@empty\else \@addressiv\\ \fi
                   \ifx\@emailiv\@empty\else {\it E-mail}: \@emailiv\fi\end{minipage}\fi
\ifnum \c@numAuthors>4
\vskip 0.5cm \hskip -0.7cm
\begin{minipage}[t]{14cc}\fontsize{9pt}{11pt}\usefont{T1}{ptm}{m}{n}\ifx\@Affiliationv\@empty\else \@Affiliationv\\ \fi
                   \ifx\@addressv\@empty\else \@addressv\\ \fi
                   \ifx\@emailv\@empty\else {\it E-mail}: \@emailv\fi\end{minipage}\fi
\ifnum \c@numAuthors>5
\begin{minipage}[t]{14cc}\fontsize{9pt}{11pt}\usefont{T1}{ptm}{m}{n}\raggedleft\ifx\@Affiliationvi\@empty\else \@Affiliationvi\\ \fi
                   \ifx\@addressvi\@empty\else \@addressvi\\ \fi
                   \ifx\@emailvi\@empty\else {\it E-mail}: \@emailvi\fi\end{minipage}\fi}
 \nopagebreak
  \vskip 0.7cm
  \vskip \@testLength
  \vbox{\centering \fontsize{9}{10} \selectfont \it Received on \@receivedDate
  \ifx\@revisionDate\@empty\else ;\\
   \it revised version on \@revisionDate \fi
  \vskip 0.2cm
  \parbox[t]{1.8cm}{\hrule\hfill}}
 }

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%                       Figures and Tables                          %%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\font\titleThe cmcsc9 at 9truept
\font\titleStest cmr9 at 9truept

\renewcommand{\figurename}{{\titleThe Figure}\titleStest}
\DeclareCaptionFont{titleStestMy}{\fontsize{9pt}{11pt}\usefont{T1}{ptm}{m}{n}}
\captionsetup{font=titleStestMy,justification=Centering}
\renewenvironment{figure}[2]
   {\def\textCaption{#1}\def\textLabel{#2}
   \ifx\textCaption\@empty\captionsetup{labelsep=quad}\fi\begin{@float}{figure}[ht]%
    \setlength{\abovecaptionskip}{5pt}%
    \setlength{\belowcaptionskip}{0pt}%
    \centering}
   {\caption{\textCaption}\label{\textLabel}\end{@float}}


\renewcommand{\tablename}{{\titleThe Table}\titleStest}
\renewenvironment{table}[2]
   {\begin{@float}{table}[h]\setlength{\abovecaptionskip}{0pt}%
\setlength{\belowcaptionskip}{5pt}%
\centering \caption{#1}\label{#2}}
   {\end{@float}}


\newenvironment{tableMy}
   {\begin{@float}{table}[h]\setlength{\abovecaptionskip}{0pt}%
\setlength{\belowcaptionskip}{5pt}%
}  {\end{@float}}

\newenvironment{figureOld}
   {\begin{@float}{figure}[ht]\setlength{\abovecaptionskip}{0pt}%
\setlength{\abovecaptionskip}{5pt}%
    \setlength{\belowcaptionskip}{0pt}%
}  {\end{@float}}

\renewcommand{\labelitemi}{\fontsize{10pt}{0pt}\usefont{OT1}{ptm}{m}{}\textbullet}

\renewenvironment{itemize}%
{ \begin{list}%
    {\fontsize{6pt}{0pt}\usefont{OT1}{ptm}{m}{}\lower-0.4ex\hbox{\textbullet}}%
    {\setlength{\labelwidth}{-26pt}%
     \setlength{\leftmargin}{0pt}%
     \setlength{\topsep}{0pt}
     \setlength{\itemsep}{-3pt}}}%
{ \end{list} }


\def\labelenumi{\theenumi.}

\renewenvironment{enumerate}%
{ \begin{list}%
    {\normalfont\labelenumi}%
    {\setlength{\labelwidth}{-26pt}%
     \setlength{\leftmargin}{0pt}%
     \setlength{\topsep}{0pt}
     \setlength{\listparindent}{20pt}
     \setlength{\parsep}{-1pt}
     \setlength{\itemsep}{1pt}}%
     \usecounter{enumi}}%
{ \setcounter{enumi}{0}\end{list} }

\let\realenumerate\enumerate
\let\endrealenumerate\endenumerate

%lists, enumerations
%Skips before and after equations
%newtheorems environments
%\abovedisplayskip=12pt plus 3pt minus 9pt
%  \abovedisplayshortskip=0pt plus 3pt
%  \belowdisplayskip=12pt plus 3pt minus 9pt
%  \belowdisplayshortskip=7pt plus 3pt minus 4pt
%\let\oldnormalsize
%\renewcommand{\normalsize}{\abovedisplayshortskip=20pt plus 3pt\oldnormalsize{}{}}
\setlength{\parskip}{0pt}

\renewcommand{\big}{\bBigg@\@ne}
\renewcommand{\Big}{\bBigg@{1.1}}
\renewcommand{\bigg}{\bBigg@{1.15}}
\newcommand{\BiggTemp}{\bBigg@{1.7}}
\renewcommand{\Bigg}{\bBigg@{1.6}}
\newcommand{\Biggg}{\bBigg@{1.8}}
\newcommand{\BigggTemp}{\bBigg@{2.2}}
\newcommand{\BigggH}{\bBigg@{2.7}}
\let\oldint\int
\let\oldsum\sum
\frenchspacing

\SetSymbolFont{symbols}     {normal}{OMS}{plsy}{m}{n}
\DeclareMathSymbol{\xleq}{3}{symbols}{172}
\DeclareMathSymbol{\xgeq}{3}{symbols}{173}
\let\leq=\xleq
\let\geq=\xgeq
\let\le=\leq
\let\ge=\geq
\setlength\multlinegap{18pt}

\DeclareFontFamily{OMS}{smalltxex}{}
 \DeclareFontShape{OMS}{smalltxex}{m}{n}{
      <-> s * [1.07] cmex10%
   }{}
   \DeclareSymbolFont{smalllargesymbols}{OMS}{smalltxex}{m}{n}

\DeclareFontFamily{OMS}{smalltxexSum}{}
 \DeclareFontShape{OMS}{smalltxexSum}{m}{n}{
      <-> s * [0.75] cmex10%
   }{}
   \DeclareSymbolFont{smalllargesymbolsSum}{OMS}{smalltxexSum}{m}{n}

 \DeclareFontFamily{OMS}{smalltxexInt}{}
 \DeclareFontShape{OMS}{smalltxexInt}{m}{n}{
      <-> s * [1.1] cmex10%
   }{}
   \DeclareSymbolFont{smalllargesymbolsInt}{OMS}{smalltxexInt}{m}{n}

\DeclareFontFamily{OMS}{smalltxexIntD}{}
 \DeclareFontShape{OMS}{smalltxexIntD}{m}{n}{
      <-> s * [0.55] cmex8%
   }{}
   \DeclareSymbolFont{smalllargesymbolsIntD}{OMS}{smalltxexIntD}{m}{n}
\DeclareFontFamily{OMS}{smalltxexIntD}{}


\DeclareFontFamily{OMS}{smalltxexProduct}{}
 \DeclareFontShape{OMS}{smalltxexProduct}{m}{n}{
      <-> s * [0.65] cmex8%
   }{}
   \DeclareSymbolFont{smalllargesymbolsProduct}{OMS}{smalltxexProduct}{m}{n}
\DeclareFontFamily{OMS}{smalltxexProduct}{}

\DeclareFontFamily{OMS}{temp}{}
 \DeclareFontShape{OMS}{temp}{m}{n}{
      <-> s * [2] cmsy10%
   }{}
   \DeclareSymbolFont{tempBullet}{OMS}{temp}{m}{n}


\DeclareFontFamily{OMS}{temp1}{}
 \DeclareFontShape{OMS}{temp1}{m}{n}{
      <-> s * [0.75] cmsy10%
   }{}
   \DeclareSymbolFont{tempBullet1}{OMS}{temp1}{m}{n}

   \DeclareFontFamily{OMS}{temp2}{}
 \DeclareFontShape{OMS}{temp2}{m}{n}{
      <-> s * [1.75] cmsy10%
   }{}
   \DeclareSymbolFont{tempBullet2}{OMS}{temp2}{m}{n}

\let\sum\undefined
\let\prod\undefined
\let\intop\undefined
\let\bigvee\undefined
\DeclareMathSymbol{\prod}{\mathop}{smalllargesymbols}{"51}

\DeclareMathSymbol{\sum}{\mathop}{smalllargesymbols}{"50}
\DeclareMathSymbol{\bigvee}{\mathop}{smalllargesymbolsSum}{"57}
\DeclareMathSymbol{\sumD}{\mathop}{smalllargesymbolsSum}{"50}
\DeclareMathSymbol{\intop}{\mathop}{smalllargesymbolsInt}{"52}
\DeclareMathSymbol{\intopD}{\mathop}{smalllargesymbolsIntD}{"52}
\DeclareMathSymbol{\cupop}{\mathop}{smalllargesymbolsInt}{"53}
\DeclareMathSymbol{\capop}{\mathop}{smalllargesymbolsInt}{"54}
\DeclareMathSymbol{\cupopD}{\mathop}{smalllargesymbolsIntD}{"53}
\DeclareMathSymbol{\bigCircD}{\mathop}{tempBullet1}{'015}
\DeclareMathSymbol{\bigoplusD}{\mathop}{tempBullet2}{'010}
\DeclareMathSymbol{\bigotimesD}{\mathop}{tempBullet2}{'012}

\DeclareMathSymbol{\dotInt}{\mathalpha}{tempBullet}{"01}  %\raisebox{-6pt}{$\dotInt$}
\let\oldsum\sum
\let\oldint\int
\let\oldprod\prod
\def\intdots@{\mathchoice{\ldots}%
 {{.}\mkern1.5mu{.}\mkern1.5mu{.}}%
 {{\cdotp}\mkern1mu{\cdotp}\mkern1mu{\cdotp}}%
 {{\cdotp}\mkern1mu{\cdotp}\mkern1mu{\cdotp}}}
\renewcommand{\MultiIntegral}[1]{%
  \edef\ints@c{\noexpand{\if@display \mathop{\textstyle\intop}\limits \else \intop\fi}
    \ifnum#1=\z@\noexpand\intdots@\else\noexpand\intkern@\fi
    \ifnum#1>\tw@\noexpand\intop\noexpand\intkern@\fi
    \ifnum#1>\thr@@\noexpand\intop\noexpand\intkern@\fi
    \noexpand{\mspace{2mu}\if@display \mathop{\textstyle\intop}\limits \else \intop\fi}
    \noexpand\ilimits@
  }%
  \futurelet\@let@token\ints@a
}
%\renewcommand{\int}{\oldint\limits}
%\renewcommand{\sum}{\textstyle\oldsum}
\renewcommand{\sum}{\if@display \sumD\limits \else \oldsum\fi}
\renewcommand{\prod}{\if@display \mathop{\textstyle\oldprod} \else \oldprod\fi}
\renewcommand{\int}{\if@display \mathop{\textstyle\intop}\limits \else \intop\fi}
\renewcommand{\bigcup}{\if@display \mathop{\textstyle\cupop}\limits \else \cupop\fi}
\renewcommand{\bigcap}{\if@display \mathop{\textstyle\capop}\limits \else \capop\fi}
\renewcommand{\bigcirc}{\bigCircD\nolimits}
\renewcommand{\bigoplus}{\bigoplusD}
\renewcommand{\bigotimes}{\bigotimesD}
\newcommand\longpage{\enlargethispage{2\baselineskip}}
\newcommand\longerpage[1]{\enlargethispage{#1\baselineskip}}
\newcommand\shortpage[1]{\enlargethispage{-#1\baselineskip}}
\medmuskip=4mu plus 1mu minus 1mu
\thickmuskip=5mu plus 1 mu
%{\allowdisplaybreaks zawartosc}

\newlength\savedwidth
\newcommand\whline{\noalign{\global\savedwidth\arrayrulewidth
\global\arrayrulewidth 0.7pt}
\hline
\noalign{\global\arrayrulewidth\savedwidth}}


\setlength\@testLength{-10pt}

\newenvironment{itemizeN}%
{ \begin{list}%
    {\fontsize{6pt}{0pt}\usefont{OT1}{ptm}{m}{}\lower-0.4ex\hbox{\textbullet}}%
    {\setlength{\labelwidth}{12pt}%
     \setlength{\leftmargin}{12pt}%
     \setlength{\labelsep}{4pt}%
     \setlength{\topsep}{0pt}
     \setlength{\itemsep}{-3pt}}}%
{ \end{list} }

\newenvironment{itemizeNN}%
{ \begin{list}%
    {\fontsize{6pt}{0pt}\usefont{OT1}{ptm}{m}{}\lower-0.4ex\hbox{\textbullet}}%
    {\setlength{\labelwidth}{6pt}%
     \setlength{\leftmargin}{11pt}%
     \setlength{\topsep}{0pt}
     \setlength{\itemsep}{-3pt}}}%
{ \end{list} }


\newlength{\dlnumer}

\def\env@cases{%
  \let\@ifnextchar\new@ifnextchar
  \left\lbrace
  \def\arraystretch{1.2}%
  \array{@{}l@{\ \quad}l@{}}%
}

%\usefont{T1}{ptm}{m}{n}

\renewcommand\NAT@sep{], [}
\def\NAT@spacechar{}%

\newcommand{\fracd}[2]{#1/(#2)}
\newcommand{\fracg}[2]{(#1)/#2}
\newcommand{\fraco}[2]{(#1)/(#2)}
\newcommand{\fracz}[2]{#1/#2}
\newcommand{\emn}[1]{\exp(#1)}
\newcommand{\emb}[1]{\exp\big(#1\big)}
\newcommand{\mpe}{\phantom{\mathop{=}}}
\newcommand{\mpl}{\phantom{\mathop{\leq}}}

\catcode`\^^aa=11 %\lccode`\^^aa=`\^^aa
\uccode`\^^aa=`\^^8a  % l crossed
