https://wiki.unissula.ac.id/index.php?action=history&feed=atom&title=Statistika_matematika 2026-09-15T23:52:54Z Riwayat revisi halaman ini di wiki MediaWiki 1.46.0 https://wiki.unissula.ac.id/index.php?title=Statistika_matematika&diff=8156&oldid=prev 2026-08-24T22:58:02Z

<p>Presentation V4: sitasi, referensi, Math, Wikimedia Commons, dan atribusi</p> <table style="background-color: #fff; color: #202122;" data-mw-interface=""> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="id"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Revisi sebelumnya</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Revisi per 24 Agustus 2026 22.58</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l1">Baris 1:</td> <td colspan="2" class="diff-lineno">Baris 1:</td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>'''Statistika matematika''' adalah aplikasi [[matematika]] pada [[statistika]], yang asalnya dilahirkan sebagai suatu sains untuk negara (''state'')—kumpulan dan analisis fakta-fakta mengenai suatu negara: ekonomi, tanah, militer, populasi dan lain-lainnya. Teknik matematika yang digunakan di sini meliputi [[analisis matematis]], [[aljabar linear]], [[:en:stochastic analysis|analisis stokastik]], [[persamaan diferensial]], dan [[:en:measure-theoretic probability theory|teori probabilitas pengukuran-teoretis]].</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">[[File:Linear_regression.svg|thumb|right|280px|Linear regression]]</ins></div></td></tr> <tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div> </div></td></tr> <tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>'''Statistika matematika''' adalah aplikasi [[matematika]] pada [[statistika]], yang asalnya dilahirkan sebagai suatu sains untuk negara (''state'')—kumpulan dan analisis fakta-fakta mengenai suatu negara: ekonomi, tanah, militer, populasi dan lain-lainnya. Teknik matematika yang digunakan di sini meliputi [[analisis matematis]], [[aljabar linear]], [[:en:stochastic analysis|analisis stokastik]], [[persamaan diferensial]], dan [[:en:measure-theoretic probability theory|teori probabilitas pengukuran-teoretis]].<ins style="font-weight: bold; text-decoration: none;">&lt;ref&gt;ed. by D. Kannan,... V. Lakshmikantham,. ''Handbook of stochastic analysis and applications''. M. Dekker. 2002. ISBN 0824706609.&lt;/ref&gt;&lt;ref&gt;Mark J. Schervish. ''Theory of statistics''. Springer. 1995. ISBN 0387945466.&lt;/ref&gt;</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Statistika matematika telah diilhami oleh [[:en:applied statistics|statistika terapan]] serta mengembangkan banyak prosedur pada penerapannya.</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Statistika matematika telah diilhami oleh [[:en:applied statistics|statistika terapan]] serta mengembangkan banyak prosedur pada penerapannya.</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>== Topik ==</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>== Topik ==</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>Berikut adalah sejumlah topik penting dalam statistika matematika:</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>Berikut adalah sejumlah topik penting dalam statistika matematika:<ins style="font-weight: bold; text-decoration: none;">&lt;ref&gt;Hogg, R. V., A. Craig, and J. W. McKean. "Intro to Mathematical Statistics." (2005).&lt;/ref&gt;&lt;ref&gt;Larsen, Richard J. and Marx, Morris L. "An Introduction to Mathematical Statistics and Its Applications" (2012). Prentice Hall.&lt;/ref&gt;</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>=== Sebaran probabilitas ===</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>=== Sebaran probabilitas ===</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"></del></div></td><td colspan="2" class="diff-side-added"></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>[[Sebaran probabilitas]] atau &quot;distribusi probabilitas&quot; menggunakan [[peluang (matematika)|kemungkinan peluang atau probabilitas]] pada [[:en:measure (mathematics)|subset yang dapat diukur]] dari kemungkinan hasil suatu [[:en:Experiment (probability theory)|eksperimen]] yang bersifat acak (&#039;&#039;random&#039;&#039;), [[survei]], atau prosedur [[Statistika inferensi|inferensi statistik]].</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>[[Sebaran probabilitas]] atau &quot;distribusi probabilitas&quot; menggunakan [[peluang (matematika)|kemungkinan peluang atau probabilitas]] pada [[:en:measure (mathematics)|subset yang dapat diukur]] dari kemungkinan hasil suatu [[:en:Experiment (probability theory)|eksperimen]] yang bersifat acak (&#039;&#039;random&#039;&#039;), [[survei]], atau prosedur [[Statistika inferensi|inferensi statistik]].</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>=== Inferensi statistik ===</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>=== Inferensi statistik ===</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div> </div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>[[Statistika inferensi|Inferensi statistik]] adalah suatu proses untuk menarik kesimpulan dari data yang menjadi subjek variasi acak, misalnya, kesalahan observasi atau variasi pengambilan sampel.<ins style="font-weight: bold; text-decoration: none;">&lt;ref&gt;Upton, G., Cook, I. (2008) ''Oxford Dictionary of Statistics'', OUP. ISBN 978-0-19-954145-4&lt;/ref&gt;</ins></div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>[[Statistika inferensi|Inferensi statistik]] adalah suatu proses untuk menarik kesimpulan dari data yang menjadi subjek variasi acak, misalnya, kesalahan observasi atau variasi pengambilan sampel.</div></td><td colspan="2" class="diff-side-added"></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>=== Regresi ===</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>=== Regresi ===</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"></del></div></td><td colspan="2" class="diff-side-added"></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"></del></div></td><td colspan="2" class="diff-side-added"></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Dalam [[statistika]], &#039;&#039;&#039;analisis regresi&#039;&#039;&#039; adalah suatu proses statistik untuk memperkirakan hubungan antara variabel-variabel. Termasuk di dalamnya adalah teknik-tenik untuk pembuatan model dan analisis beberapa variabel, ketika fokusnya adalah hubungan antara suatu [[:en:dependent variable|variabel dependen]] dan satu atau lebih [[:en:independent variable|variabel independen]].</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Dalam [[statistika]], &#039;&#039;&#039;analisis regresi&#039;&#039;&#039; adalah suatu proses statistik untuk memperkirakan hubungan antara variabel-variabel. Termasuk di dalamnya adalah teknik-tenik untuk pembuatan model dan analisis beberapa variabel, ketika fokusnya adalah hubungan antara suatu [[:en:dependent variable|variabel dependen]] dan satu atau lebih [[:en:independent variable|variabel independen]].</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>=== Statistika non-parametrik ===</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>=== Statistika non-parametrik ===</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"></del></div></td><td colspan="2" class="diff-side-added"></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&#039;&#039;&#039;[[Statistika nonparametrik]]&#039;&#039;&#039; adalah [[statistika]] yang tidak didasarkan atas familia [[:en:parametrization|berparameter]] dari [[sebaran probabilitas]]. Termasuk di dalamnya adalah baik [[:en:descriptive statistics|statistika deskriptif]] dan [[Statistika inferensi|inferensi]]. Parameter yang umum adalah rata-rata, variansi, dan lain-lain.</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&#039;&#039;&#039;[[Statistika nonparametrik]]&#039;&#039;&#039; adalah [[statistika]] yang tidak didasarkan atas familia [[:en:parametrization|berparameter]] dari [[sebaran probabilitas]]. Termasuk di dalamnya adalah baik [[:en:descriptive statistics|statistika deskriptif]] dan [[Statistika inferensi|inferensi]]. Parameter yang umum adalah rata-rata, variansi, dan lain-lain.</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l22">Baris 22:</td> <td colspan="2" class="diff-lineno">Baris 19:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Statistika matematika mempunyai ketumpangtindihan dengan bidang-bidang [[statistika]]. [[Statistikawan]] mempelajari dan memperbaiki prosedur statistika dengan matematika, dan riset statistika sering melahirkan pertanyaan matematis. Teori statistik tergantung pada [[Teori peluang|probabilitas atau peluang]] dan [[:en:optimal decision|teori keputusan]].</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Statistika matematika mempunyai ketumpangtindihan dengan bidang-bidang [[statistika]]. [[Statistikawan]] mempelajari dan memperbaiki prosedur statistika dengan matematika, dan riset statistika sering melahirkan pertanyaan matematis. Teori statistik tergantung pada [[Teori peluang|probabilitas atau peluang]] dan [[:en:optimal decision|teori keputusan]].</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>Matematikawan dan statistikawan seperti [[Gauss]], [[Laplace]], dan [[Charles Sanders Peirce|C. S. Peirce]] menggunakan [[:en:optimal decision|teori keputusan]] dengan [[sebaran probabilitas]] dan [[fungsi kerugian]] (atau [[:en:utility function|fungsi kegunaan]]). Pendekatan berdasarkan [[teori keputusan]] terhadap inferensi statistik dihidupkan kembali oleh [[Abraham Wald]] dan para penerusnya, serta secara ekstensif menggunakan [[komputasi|komputasi ilmiah]], [[analisis matematis|analisis]], dan [[optimisasi]]; untuk [[perancangan percobaan]], statistikawan menggunakan [[:en:Algebraic statistics|aljabar]] dan [[:en:Combinatorial design|kombinatorika]].</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>Matematikawan dan statistikawan seperti [[Gauss]], [[Laplace]], dan [[Charles Sanders Peirce|C. S. Peirce]] menggunakan [[:en:optimal decision|teori keputusan]] dengan [[sebaran probabilitas]] dan [[fungsi kerugian]] (atau [[:en:utility function|fungsi kegunaan]]). Pendekatan berdasarkan [[teori keputusan]] terhadap inferensi statistik dihidupkan kembali oleh [[Abraham Wald]] dan para penerusnya,<ins style="font-weight: bold; text-decoration: none;">&lt;ref&gt;Abraham Wald. [https://archive.org/details/in.ernet.dli.2015.90255 Sequential analysis]. John Wiley and Sons. 1947. ISBN 0-471-91806-7.&lt;/ref&gt;&lt;ref&gt;Abraham Wald. [https://archive.org/details/statisticaldecis0000abra_t1e7 Statistical Decision Functions]. John Wiley and Sons, New York. 1950.&lt;/ref&gt;&lt;ref&gt;Erich Lehmann. [https://archive.org/details/testingstatistic0000lehm_a7b0 Testing Statistical Hypotheses]. 1997. ISBN 0-387-94919-4.&lt;/ref&gt;&lt;ref&gt;Erich Lehmann. [https://archive.org/details/theoryofpointest0000lehm_d7d9 Theory of Point Estimation]. 1998. ISBN 0-387-98502-6.&lt;/ref&gt;&lt;ref&gt;Peter J. Bickel. ''Mathematical Statistics: Basic and Selected Topics''. Pearson Prentice-Hall. 2001. Vol. 1.&lt;/ref&gt;&lt;ref&gt;Lucien Le Cam. [https://archive.org/details/asymptoticmethod0000leca Asymptotic Methods in Statistical Decision Theory]. Springer-Verlag. 1986. ISBN 0-387-96307-3.&lt;/ref&gt;&lt;ref&gt;Liese, Friedrich and Miescke, Klaus-J. ''Statistical Decision Theory: Estimation, Testing, and Selection''. Springer. 2008.&lt;/ref&gt; </ins>serta secara ekstensif menggunakan [[komputasi|komputasi ilmiah]], [[analisis matematis|analisis]], dan [[optimisasi]]; untuk [[perancangan percobaan]], statistikawan menggunakan [[:en:Algebraic statistics|aljabar]] dan [[:en:Combinatorial design|kombinatorika]].</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>== Lihat pula ==</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>== Lihat pula ==</div></td></tr> <tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l28">Baris 28:</td> <td colspan="2" class="diff-lineno">Baris 25:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>* [[Ukuran pemusatan data]]</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>* [[Ukuran pemusatan data]]</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>* [[Ukuran penyebaran data]]</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>* [[Ukuran penyebaran data]]</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"></del></div></td><td colspan="2" class="diff-side-added"></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">== Referensi ==</del></div></td><td colspan="2" class="diff-side-added"></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"></del></div></td><td colspan="2" class="diff-side-added"></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>== Bacaan lebih lanjut ==</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>== Bacaan lebih lanjut ==</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>*</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>* <ins style="font-weight: bold; text-decoration: none;"> </ins></div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>*</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>* <ins style="font-weight: bold; text-decoration: none;"> </ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>== Pustaka tambahan ==</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>== Pustaka tambahan ==</div></td></tr> <tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l41">Baris 41:</td> <td colspan="2" class="diff-lineno">Baris 35:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>* [http://www.trigonella.ch/statibot/english/ StatiBot], interactive online expert system on statistical tests.</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>* [http://www.trigonella.ch/statibot/english/ StatiBot], interactive online expert system on statistical tests.</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">== Referensi ==</ins></div></td></tr> <tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">&lt;references /&gt;</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">== Sumber dan atribusi ==</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>== <del style="font-weight: bold; text-decoration: none;">Sumber </del>dan <del style="font-weight: bold; text-decoration: none;">atribusi ==</del></div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">Konten artikel ini diadaptasi dari [https://id.wikipedia.org/w/index.php?title</ins>=<ins style="font-weight: bold; text-decoration: none;">Statistika+matematika&amp;oldid</ins>=<ins style="font-weight: bold; text-decoration: none;">29110566 Wikipedia bahasa Indonesia], revisi 29110566 (2026-04-07T09:41:32Z), yang tersedia berdasarkan lisensi Creative Commons Atribusi-BerbagiSerupa (CC BY-SA). Gambar pada artikel ini bersumber dari Wikimedia Commons </ins>dan <ins style="font-weight: bold; text-decoration: none;">mengikuti ketentuan lisensi masing-masing berkas. Mohon gunakan konten dan media secara bijak serta sesuai dengan ketentuan lisensi yang berlaku.</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">Konten artikel ini diadaptasi dari [https://id.wikipedia.org/w/index.php?title=Statistika+matematika&amp;oldid=29110566 Wikipedia bahasa Indonesia], revisi 29110566 (2026</del>-<del style="font-weight: bold; text-decoration: none;">04</del>-<del style="font-weight: bold; text-decoration: none;">07T09:41:32Z), yang tersedia berdasarkan lisensi Creative Commons Atribusi</del>-<del style="font-weight: bold; text-decoration: none;">BerbagiSerupa (CC BY</del>-<del style="font-weight: bold; text-decoration: none;">SA). Mohon gunakan konten ini secara bijak serta sesuai dengan ketentuan lisensi yang berlaku.</del></div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">&lt;!</ins>-- <ins style="font-weight: bold; text-decoration: none;">WIKI_UNISSULA_PRESENTATION_V4 </ins>--<ins style="font-weight: bold; text-decoration: none;">&gt;</ins></div></td></tr> </table>

Maintenance script https://wiki.unissula.ac.id/index.php?title=Statistika_matematika&diff=7756&oldid=prev 2026-08-24T22:21:13Z

<p>Impor teks terkontrol dari Wikipedia bahasa Indonesia; revisi 29110566; atribusi sumber disertakan.</p> <p><b>Halaman baru</b></p><div>&#039;&#039;&#039;Statistika matematika&#039;&#039;&#039; adalah aplikasi [[matematika]] pada [[statistika]], yang asalnya dilahirkan sebagai suatu sains untuk negara (&#039;&#039;state&#039;&#039;)—kumpulan dan analisis fakta-fakta mengenai suatu negara: ekonomi, tanah, militer, populasi dan lain-lainnya. Teknik matematika yang digunakan di sini meliputi [[analisis matematis]], [[aljabar linear]], [[:en:stochastic analysis|analisis stokastik]], [[persamaan diferensial]], dan [[:en:measure-theoretic probability theory|teori probabilitas pengukuran-teoretis]].<br /> <br /> Statistika matematika telah diilhami oleh [[:en:applied statistics|statistika terapan]] serta mengembangkan banyak prosedur pada penerapannya.<br /> <br /> == Topik ==<br /> Berikut adalah sejumlah topik penting dalam statistika matematika:<br /> === Sebaran probabilitas ===<br /> <br /> [[Sebaran probabilitas]] atau &quot;distribusi probabilitas&quot; menggunakan [[peluang (matematika)|kemungkinan peluang atau probabilitas]] pada [[:en:measure (mathematics)|subset yang dapat diukur]] dari kemungkinan hasil suatu [[:en:Experiment (probability theory)|eksperimen]] yang bersifat acak (&#039;&#039;random&#039;&#039;), [[survei]], atau prosedur [[Statistika inferensi|inferensi statistik]].<br /> === Inferensi statistik ===<br /> <br /> [[Statistika inferensi|Inferensi statistik]] adalah suatu proses untuk menarik kesimpulan dari data yang menjadi subjek variasi acak, misalnya, kesalahan observasi atau variasi pengambilan sampel.<br /> === Regresi ===<br /> <br /> <br /> Dalam [[statistika]], &#039;&#039;&#039;analisis regresi&#039;&#039;&#039; adalah suatu proses statistik untuk memperkirakan hubungan antara variabel-variabel. Termasuk di dalamnya adalah teknik-tenik untuk pembuatan model dan analisis beberapa variabel, ketika fokusnya adalah hubungan antara suatu [[:en:dependent variable|variabel dependen]] dan satu atau lebih [[:en:independent variable|variabel independen]].<br /> === Statistika non-parametrik ===<br /> <br /> &#039;&#039;&#039;[[Statistika nonparametrik]]&#039;&#039;&#039; adalah [[statistika]] yang tidak didasarkan atas familia [[:en:parametrization|berparameter]] dari [[sebaran probabilitas]]. Termasuk di dalamnya adalah baik [[:en:descriptive statistics|statistika deskriptif]] dan [[Statistika inferensi|inferensi]]. Parameter yang umum adalah rata-rata, variansi, dan lain-lain.<br /> <br /> == Statistika, matematika, dan statistika matematika ==<br /> Statistika matematika mempunyai ketumpangtindihan dengan bidang-bidang [[statistika]]. [[Statistikawan]] mempelajari dan memperbaiki prosedur statistika dengan matematika, dan riset statistika sering melahirkan pertanyaan matematis. Teori statistik tergantung pada [[Teori peluang|probabilitas atau peluang]] dan [[:en:optimal decision|teori keputusan]].<br /> <br /> Matematikawan dan statistikawan seperti [[Gauss]], [[Laplace]], dan [[Charles Sanders Peirce|C. S. Peirce]] menggunakan [[:en:optimal decision|teori keputusan]] dengan [[sebaran probabilitas]] dan [[fungsi kerugian]] (atau [[:en:utility function|fungsi kegunaan]]). Pendekatan berdasarkan [[teori keputusan]] terhadap inferensi statistik dihidupkan kembali oleh [[Abraham Wald]] dan para penerusnya, serta secara ekstensif menggunakan [[komputasi|komputasi ilmiah]], [[analisis matematis|analisis]], dan [[optimisasi]]; untuk [[perancangan percobaan]], statistikawan menggunakan [[:en:Algebraic statistics|aljabar]] dan [[:en:Combinatorial design|kombinatorika]].<br /> <br /> == Lihat pula ==<br /> * [[Statistika]]<br /> * [[Ukuran pemusatan data]]<br /> * [[Ukuran penyebaran data]]<br /> <br /> == Referensi ==<br /> <br /> <br /> == Bacaan lebih lanjut ==<br /> *<br /> *<br /> <br /> == Pustaka tambahan ==<br /> * Borovkov, A. A. (1999). &#039;&#039;Mathematical Statistics&#039;&#039;. [[CRC Press]]. ISBN 90-5699-018-7<br /> * [http://www.math.uah.edu/stat/ Virtual Laboratories in Probability and Statistics (Univ. of Ala.-Huntsville)]<br /> * [http://www.trigonella.ch/statibot/english/ StatiBot], interactive online expert system on statistical tests.<br /> <br /> <br /> <br /> == Sumber dan atribusi ==<br /> <br /> Konten artikel ini diadaptasi dari [https://id.wikipedia.org/w/index.php?title=Statistika+matematika&amp;oldid=29110566 Wikipedia bahasa Indonesia], revisi 29110566 (2026-04-07T09:41:32Z), yang tersedia berdasarkan lisensi Creative Commons Atribusi-BerbagiSerupa (CC BY-SA). Mohon gunakan konten ini secara bijak serta sesuai dengan ketentuan lisensi yang berlaku.</div>

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