Causal Inference Methods: RCTs vs. Quasi-Experimental Designs

RCTs and the Foundations of Causal Inference

A Randomized Controlled Trial (RCT) earns its privileged status because the researcher dictates treatment assignment through explicit randomization, thereby severing any systematic link between the treatment and unobserved confounders. That design choice ensures “internal validity at list price”: the difference in average outcomes across treatment arms is, by construction, an unbiased estimate of the causal effect, conditional only on compliance and

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समावेशी शिक्षा: सिद्धांत, अनुकूलन और शिक्षक की प्रभावी भूमिका

समावेशी शिक्षा: सिद्धांत, आवश्यकता और महत्व

यह विस्तृत उत्तर समावेशी शिक्षा (Inclusive Education) के विभिन्न पहलुओं, मूल्यांकन में शिक्षक की भूमिका, अनुकूलन के प्रकार और भारत में इसके महत्व पर केंद्रित है।

समावेशी

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Forensic Medicine & Toxicology: Death, Poisons, Antidotes

Thanatology: Understanding Death and Postmortem Changes

Thanatology is the science that deals with death and the changes produced in the body after death.

Definition of Death

Death is the permanent cessation of vital functions, including circulation, respiration, and brain activity.

Types of Death

  • Somatic Death: Irreversible stoppage of circulation, respiration, and brain functions.
  • Molecular Death: Cessation of cellular metabolism, occurring after somatic death.

Modes of Death

  • Coma
  • Syncope
  • Asphyxia

Signs

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Understanding Electoral Systems: Majoritarian Formulas Explained

The Electoral System: Core Concepts

The electoral formula is the essential element of any electoral system. Electoral systems are classified based on the formula used for allocating seats, broadly categorized as majoritarian or proportional.

Understanding Electoral Formulas

An electoral formula processes the individual preferences expressed in valid votes, translating them into the electorate’s decision by allocating contested seats. For simplified analysis, electoral formulas are generally grouped

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Ayurvedic Medicinal Plants: Properties and Traditional Uses

1. Opium Poppy (*Papaver somniferum*)

Original ID
1
Therapeutic Action
Intoxicant (मदकारी)
Family
Papaveraceae
Synonyms
  • आफ़ूफ
  • ओपियम
English Name
Opium
Plant Type
Shrub
Key Constituents
  • Morphine
  • Codeine
Ayurvedic Qualities
Light (लघु), Dry (रूक्ष), Subtle (सूक्ष्म), Pervasive (व्यवायी), Spreading (विकासी)
Taste (Rasa)
Bitter (तिक्त), Astringent (कषाय)
Post-Digestive Taste (Vipaka)
Pungent (कटु)
Potency (Virya)
Hot
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Parliamentary vs. Presidential Systems: Understanding Government Structures

  • Parliamentary Systems
  • Presidential Systems

Parliamentary Systems

Characterized by a binding relationship between the government and parliament. Either body can influence or remove the other, creating interdependence. Parliament exercises power over the government through a censure motion. This motion, initiated by a group of congressmen, challenges the government. If successful, it leads to the government’s fall and replacement. Parliament then facilitates the formation of a new government.

In parliamentary

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