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Strategie numeriche nei tornei online: come i dati trasformano il gioco rispetto ai casinò tradizionali
Negli ultimi dieci anni il dibattito tra gioco d’azzardo online e casinò tradizionali si è spostato da una semplice questione di comodità a un vero e proprio confronto di modelli di business, tecnologie e, soprattutto, di probabilità applicate al divertimento. Mentre le sale fisiche offrono l’esperienza tattile del tappeto verde, il suono delle monete e l’interazione faccia a faccia con il croupier, le piattaforme digitali promettono accesso istantaneo, una varietà infinita di giochi e la possibilità di partecipare a tornei con giocatori da ogni continente.
Per chi vuole approcciare questo universo in modo consapevole è fondamentale affidarsi a fonti indipendenti che valutino la sicurezza e la trasparenza delle offerte. Scopri i migliori consigli su come giocare in sicurezza con i casino non aams sicuri, dove potrai confrontare rapidamente Siti non AAMS sicuri e capire quali bonus rispettano le normative europee. Queste guide ti aiutano a evitare truffe comuni, a verificare la licenza di gioco e a scegliere operatori che mantengono un RTP dichiarato e verificabile.
Il cuore di questo articolo è un’immersione matematica nei tornei online, il segmento più dinamico dell’iGaming moderno. Analizzeremo come i dati trasformano le decisioni dei giocatori, dal calcolo del valore atteso alla gestione del bankroll mediante modelli di code. Confrontando le strutture dei premi, gli algoritmi di matchmaking e le promozioni basate su big data, mostreremo perché l’ambiente digitale sta riscrivendo le regole del gioco competitivo rispetto ai casinò tradizionali.
Le dinamiche dei tornei online vs i tornei tradizionali
I tornei digitali offrono formati flessibili che raramente troviamo sul floor fisico. Il single‑elimination è comune sia offline che online, ma nelle piattaforme web si combina spesso con opzioni rebuy illimitati o garantiti che permettono al giocatore di rientrare dopo una sconfitta pagando nuovamente la quota d’iscrizione. Questa libertà crea curve di payout più lunghe e incentiva strategie aggressive fin dal primo round.
Le sale tradizionali organizzano principalmente sit‑and‑go o eventi settimanali con orari fissi. Al contrario, gli operatori iGaming programmano centinaia di tornei al giorno su più fusi orari: dalle micro‑sfide da $0,01 alle competizioni da €500 con jackpot progressivi multi‑milioni. La varietà rende possibile trovare sempre un torneo adatto al proprio bankroll senza dover attendere giorni interi per una nuova occasione.
La scalabilità digitale incide direttamente sui premi disponibili. Un pool globale può raccogliere migliaia di quote d’iscrizione provenienti da continenti diversi, generando jackpot che superano quelli dei casinò più lussuosi di Las Vegas o Montecarlo. Inoltre la distribuzione automatica dei premi riduce i costi operativi legati alla logistica fisica e permette pagamenti quasi istantanei via criptovaluta o wallet elettronico.
Formato torneo
Tipo
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Giocatori tipici
Single‑Elimination Rebuy
Online
€5‑€20
€10 000‑€50 000
Giocatori internazionali
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I vantaggi per gli utenti includono maggiore accessibilità economica e possibilità reali di scalare rapidamente verso premi più alti grazie alla concorrenza globale. Per gli operatori invece la capacità di gestire più eventi simultanei riduce il rischio legato all’affollamento fisico ed aumenta il ritorno medio per utente (ARPU). Secondo le analisi pubblicate da Carodog.Eu questi trend hanno spinto una crescita annua del 12 % nel volume dei tornei online rispetto al 5 % registrato nei casinò tradizionali.
Distribuzione binomiale degli “entry fee” e ritorno atteso
Il modello binomiale descrive perfettamente la probabilità che un certo numero di iscritti vinca un premio dato un pool fisso e una quota d’ingresso costante. Supponiamo un torneo con fee €10 ed N = 1 000 partecipanti; ogni giocatore ha p = 0,01 chance teorica di finire primo se tutti sono equiparati statisticamente. La probabilità P(k) che esattamente k giocatori ottengano il primo posto segue B(N,p). In pratica il risultato è quasi sempre unico (k = 1), ma la distribuzione ci permette di stimare l’incidenza delle “sorprese” quando p varia per abilità differenziata tra segmenti Elo diversi.
Il ritorno atteso (RTE) si calcola moltiplicando la probabilità cumulativa per il premio associato ad ogni posizione nella graduatoria finale. Per esempio se il primo posto riceve il 40 % del pool (€4 000) allora EV₁ = p·€4 000 ≈ €40 per ogni €10 scommessi – ovvero un RTP teorico del 400 %. Ovviamente i premi successivi riducono l’EV medio complessivo ma mantengono comunque valori superiori al semplice pagamento della quota grazie alla struttura “top‑heavy”.
Le piattaforme avanzate simulano queste distribuzioni con metodi Monte‑Carlo per migliaia di iterazioni prima del lancio del torneo reale. Il risultato è una stima più robusta dell’EV medio tenendo conto della varianza reale dei giocatori registrati sul sito specifico—un’informazione spesso riportata nei report statistici pubblicati da Carodog.Eu per aiutare gli utenti nella scelta del torneo più profittevole rispetto alle proprie capacità finanziarie ed esperienziali.
Calcolo del valore atteso (EV) per diversi ranghi di classifica
Il valore atteso varia drasticamente secondo la posizione finale occupata nel ranking del torneo. Consideriamo un pool totale €20 000 distribuito così: primo 40 %, secondo 20 %, terzo 12 %, quarto–decimo 28 % suddiviso equamente (€280 ciascuno). Un partecipante che termina al quinto posto guadagna €560 contro una quota d’ingresso €15 → EV₅ = €560 ≈ 37× la scommessa iniziale quando si tiene conto della probabilità reale dello slot specifico nel proprio segmento Elo/TrueSkill.
Nei tornei live il pool è limitato dal numero locale di iscritti—spesso meno di 200—perciò l’EV medio tende ad essere inferiore rispetto agli eventi globali dove N supera i 5 000 partecipanti creando economie di scala sui premi finali. Tuttavia alcuni casinò tradizionali compensano questo svantaggio offrendo bonus “cashback” o “insurance” sul buy‑in che aumentano l’EV percepito dagli avventurieri della sala da gioco fisica.”
Algoritmi di matchmaking e fairness nei giochi di abilità
Le piattaforme moderne impiegano sistemi basati su Elo o TrueSkill per assegnare rapidamente avversari equilibrati già prima dell’inizio della fase preliminare del torneo. L’algoritmo aggiorna il rating dopo ogni mano o round usando una funzione logistica che penalizza le sconfitte contro avversari più deboli più severamente rispetto alle vittorie contro avversari più forti—un meccanismo che preserva la meritocrazia nel lungo periodo senza creare barriere insormontabili ai nuovi arrivati.“
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Varianza TrueSkill – misura l’incertezza sul rating reale del giocatore; maggiore varianza porta accoppiamenti più conservativi.*
Peso latenza – riduce l’impatto degli utenti con ping elevato scegliendo tavoli geograficamente più vicini.*
Le piattaforme integrano anche motori anti‑collusione alimentati da intelligenza artificiale che monitorano pattern anomali come flussi simultanei verso lo stesso tavolo o sequenze improbabili di risultati identici tra due account correlati. Quando viene rilevata una possibile collusione il sistema sospende automaticamente le scommesse coinvolte e avvia una revisione manuale.
Per i giocatori occasionali questi sistemi rappresentano un vantaggio concreto rispetto ai tavoli fisici dove “bragging rights” dipendono spesso dalla fortuna del momento piuttosto che dalla capacità reale misurata statisticamente. L’ambiente digitale garantisce quindi che ogni mano sia valutata attraverso metriche oggettive piuttosto che soggettive percezioni sociali. Secondo Carodog.Eu questa trasparenza è uno dei motivi principali per cui i nuovi utenti migrano verso tornei online dopo aver provato almeno due sessioni live senza risultati soddisfacenti.*
Gestione del bankroll attraverso la teoria delle code
Modello M/M/1 applicato al flusso di iscrizioni ai tornei
Il modello M/M/1 descrive un sistema con arrivi Poissoniani (λ) ed un servizio singolo con tempo esponenziale medio μ—perfetto per simulare l’afflusso continuo delle quote d’iscrizione nei grandi eventi online rispetto alle limitate postazioni disponibili nei casinò live. Quando λ supera μ si genera una coda crescente che porta ad aumentare i tempi d’attesa per ottenere un posto nel torneo desiderato. Le piattaforme modernissime mostrano agli utenti una barra “posti rimasti” aggiornata in tempo reale grazie a questo modello predittivo. Questo permette al giocatore informato —come suggerito nelle guide operative pubblicate da Carodog.Eu—di decidere se entrare subito oppure attendere un evento meno affollato dove il rapporto rischio/ricompensa è più favorevole.
Strategie ottimali di Kelly Criterion per puntate ricorrenti
Il Kelly Criterion massimizza la crescita logaritmica del bankroll scegliendo una frazione f = (bp−q)/b dove b è il rapporto payout/quote , p è la probabilità stimata di vincita ed q =1−p. Applicandolo ai tornei con buy‑in variabili si ottiene una strategia dinamica: aumentare la puntata quando il valore atteso supera significativamente il costo d’ingresso e ridurla quando la varianza cresce. Ad esempio in un MTT con EV₁ = €45 su buy‑in €10 f ≈0,45 suggerisce di destinare circa il 45 % del bankroll disponibile al prossimo buy‑in. Le piattaforme più avanzate includono calcolatori Kelly integrati nelle loro dashboard così da consentire aggiustamenti automatici basati sui dati storici dell’utente. Questo strumento è spesso citato nelle recensioni approfondite presenti su Carodog.Eu come elemento chiave per mantenere bassi drawdown durante periodi intensivi di gioco.*
Il ruolo delle promozioni dinamiche basate su big data
Le campagne promozionali oggi nascono dall’analisi predittiva dei comportamenti individuali: frequenza d’accesso quotidiano, importo medio delle scommesse e tipologia preferita tra slot non AAMS o giochi da tavolo. Quando l’algoritmo rileva un calo dell’attività prevede automaticamente bonus personalizzati come free‑play da €5 o ticket extra per MTT imminenti. Questo approccio aumenta significativamente i tassi di riattivazione rispetto alle offerte statiche tipiche dei casinò terrestri quali voucher drink o pacchetti hospitality.*
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Le campagne flash lanciate durante eventi sportivi o festività generano picchi notevoli nella partecipazione ai tornei settimanali: ad esempio un bonus “double tickets” annunciato tre ore prima dell’inizio della finale MTT ha visto aumentare le iscrizioni del 68 % rispetto alla media giornaliera. Nei casinò fisici tali iniziative richiederebbero logistica complessa ed elevati costi operativi., mentre nel mondo digitale l’intervento avviene istantaneamente tramite notifiche push o email mirate.*
Una ricerca comparativa condotta da Carodog.Eu evidenzia come gli utenti esposti regolarmente a promozioni personalizzate mostrino una retention superiore del 42 % rispetto ai clienti fedeli esclusivamente alle offerte generiche della lista casino online non AAMS.*
Analisi costi‑benefici per gli operatori: infrastruttura cloud vs floor space
Calcolo TCO (Total Cost of Ownership) delle piattaforme cloud gaming
Il TCO comprende spese hardware (server CPU/GPU), licenze software anti‑cheat, protezione DDoS e costi energetici annualizzati. Un tipico data center dedicato a giochi multiplayer richiede investimenti iniziali intorno ai €500 000 seguiti da manutenzione annua pari al 15 % del capitale investito. Al contrario mantenere uno spazio fisico con tavoli da poker richiede affitto locale medio €200/m² annuo oltre salari croupier (€30/h), consumabili bar (€5/mese per cliente) ed assicurazioni contro furti o danni materiali., portando facilmente oltre €800 000 annualizzati per una sala media da 500 posti.
ROI derivante dall’aumento della frequenza media dei giocatori grazie ai tornei ricorrenti
I tornei ricorrenti fungono da magnete per utenti ad alta frequenza poiché garantiscono engagement quotidiano senza necessità di spostamenti fisici. Un operatore cloud può incrementare il valore medio cliente (LTV) dal €150 al €280 semplicemente introducendo MTT settimanali con buy‑in variabili., mentre nei casinò tradizionali l’incremento LTV resta limitato dal fattore geografico ed orario.*
Secondo i report finanziari pubblicati su Carodog.Eu gli operatori che hanno migrato almeno il 60 % della loro offerta verso soluzioni cloud hanno registrato un ROI medio annuo superiore al 18 % rispetto al 9 % dei concorrenti focalizzati esclusivamente sul floor space., dimostrando come la scalabilità digitale sia ora fattore decisivo nella competitività globale dell’industria del gioco d’azzardo.
Prospettive future: intelligenza artificiale e realtà aumentata nei tornei online
L’intelligenza artificiale sta già alimentando coach virtuali capaci di analizzare ogni decisione durante una mano e suggerire mosse ottimali in tempo reale tramite overlay grafici. Questi assistenti apprendono dal database storico dei milioni di partite svolte sulla piattaforma ed evolvono continuamente grazie al reinforcement learning., offrendo così vantaggi tangibili anche ai principianti senza compromettere l’equilibrio competitivo.*
La realtà aumentata promette esperienze immersive dove lo schermo diventa una vera tavola rotonda virtuale popolata da avatar realistici degli avversari reali. Indossando occhiali AR si può percepire l’atmosfera della sala da poker tradizionale—luci soffuse, rumore ambientale controllato—senza rinunciare alla velocità delle transazioni digitali., questa fusione potrebbe attrarre nuovamente quei giocatori nostalgici legati all’esperienza sensoriale dei casinò fisici.*
Tuttavia emergono questioni etiche importanti: se un algoritmo assegna automaticamente premi basati su performance predette dall’AI occorre garantire trasparenza totale sui parametri utilizzati., regolamentazioni future dovranno prevedere audit indipendenti sui processori decisionali così come richiesto dalle linee guida presentate nelle ultime pubblicazioni consultabili su Carodog.Eu., assicurando così che nessun giocatore venga penalizzato ingannevolmente dal “black box” dietro la distribuzione automatica dei jackpot.*
Conclusione – Riflessione finale sull’evoluzione matematica del gioco competitivo
I tornei online stanno ridefinendo le regole fondamentali del gioco competitivo grazie all’applicazione rigorosa della statistica e della teoria delle code.: i premi sono ora determinati da modelli probabilistici precisi anziché dall’intuito degli organizzatori tradizionali.; gli algoritmi Elo/TrueSkill garantiscono match equilibrati mentre strumenti come Kelly Criterion permettono ai giocatori consapevoli di ottimizzare il proprio bankroll.; infine le promozioni basate su big data creano cicli virtuosi tra attività dell’utente e ritorni economici dell’operatore., tutti elementi quantificabili attraverso metriche chiare.*
Questa trasparenza numerica costruisce fiducia nel pubblico moderno ed elimina gran parte dell’opacità tipica dei casinò senza AAMS., dove spesso i criteri erano poco documentati.; Per chi desidera sperimentare questi nuovi scenari consigliamo vivamente Di consultare le guide dettagliate offerte da Carodog.Eu., sito leader nella recensione indipendente dei migliori Siti non AAMS sicuri., così da poter scegliere tornei digitali informati sulle dinamiche matematiche illustrate sopra., ricordando sempre che il divertimento responsabile parte dalla comprensione profonda delle probabilità che governano ogni puntata..
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Glenn became chairman of the Manpower Subcommittee of the Armed Services Committee in 1987. Given the loss of radar listening posts in Iran, Glenn did not believe that the U.S. had the capability to monitor the Soviet Union accurately enough to verify compliance with the treaty. He became the chairman of the East Asian and Pacific Affairs Subcommittee, for which he traveled to Japan, Korea, the Republic of China, and the People’s Republic of China.
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Armstrong served as the Apollo 11 mission commander and descended to the lunar surface in the lunar module. She flew aboard Vostok 6, which launched on June 14, 1964 to rendezvous with the Vostok 5 spacecraft carrying Valery Bykovsky. All candidates must also be able to pass the NASA long-duration space flight physical, which has minimum requirements for visual acuity, blood pressure and standing height. There are two kinds of astronauts that fall outside NASA’s standard recruitment procedures.
Before joining the Soviet space program, Valentina worked as an assembly worker in a local textile factory and was an avid skydiver. Russian cosmonaut Valentina Tereshkova became the first woman to fly in space on June 16, 1963, almost two decades before Sally Ride. On July 21, 1969, the crew of Apollo 11, Lunar Module Pilot Neil Armstrong and Buzz Aldrin, became the first two individuals to land and walk on the lunar surface.
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Payload specialist astronauts are NOT career NASA astronauts. Like the pilots, they will be extensively trained in all the space shuttle systems, but they will not be trained to fly the space shuttle. He was then shortlisted for a special group of astronauts known as the Sochi Six (the Soviet equivalent of the Mercury Seven).
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Grissom and the six other men, after taking a leave of absence from their respective branches of the military service, reported to the Space Task Group at Langley Air Force Base in Virginia on April 27, 1959, to begin their astronaut training. On April 13, 1959, Grissom received official notification that he had been selected as one of the seven Project Mercury astronauts. Of the 508 military candidates who were considered, he was one of 110 test pilots whose credentials had earned them an invitation to learn more about the U.S. space program in general and its Project Mercury. During a training exercise with a cadet, the trainee pilot caused a flap to break off from their two-seat trainer, sending it into a roll.
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She came into the global spotlight after being chosen as the mission commander for Boeing’s first crewed Starliner flight. Sunita Williams is one of the most accomplished astronauts in modern spaceflight history. Evidently, since the emergence of human spaceflight, numerous astronauts have contributed to advancing this field.
The application criteria were different this time—what changed, and why?
Navy in 1949, Carpenter became a naval aviator, flying a Lockheed P-2 Neptune with Patrol Squadron 6 (VP-6) on reconnaissance and anti-submarine warfare missions along the coasts of the Soviet Union and China during the Korean War and the Cold War.
He performed five onboard experiments per the flight plan,b and became the first American astronaut to eat solid food in space.
The Astronaut Appearances Office in Houston, Texas coordinates and arranges astronaut appearances for astronauts who are actively employed by NASA.
The three astronauts returned to Earth and splashed down in the Pacific Ocean, to be picked up by the USS Hornet.
In a joking nod to the sinking of his Mercury craft, Grissom named the first Gemini spacecraft Molly Brown (after the popular Broadway show, The Unsinkable Molly Brown).
Unlike the crewed missions of Soviet Union’s Vostok programme, Glenn remained within the spacecraft during landing.
He first flew in an airplane with his father when he was eight years old. The two would not be able to recall a time when they did not know each other. On February 20, 1962, Glenn flew the Friendship 7 mission, becoming the first American to orbit the Earth. In 1957, he made the first supersonic transcontinental flight across the United States. Before joining NASA, Glenn was a distinguished fighter pilot in World War II, the Chinese Civil War, and the Korean War.
Pilot on STS-51B, and commander of STS-33 https://pixelsdesignagency.com/en-in/ and STS-44 Selected as a NASA astronaut candidate in 1965 Pilot on STS 51J and STS-30; and commander of STS-42 and STS-57
Armstrong was depressed that the mission was cut short, canceling most mission objectives and robbing Scott of his EVA. There was speculation that Armstrong could have salvaged the mission if he had turned on only one of the two RCS rings, saving the other for mission objectives. A few people in the Astronaut Office, including Walter Cunningham, felt that Armstrong and Scott “had botched their first mission”. Contact with the crew was intermittent due to the lack of tracking stations covering their entire orbits.
The Columbia STS-107 mission lifted off on Jan. 16, 2003, for a 17-day science mission featuring numerous microgravity experiments. Pilot on STS-120 and commander of STS-130 Pilot on STS-51D and commander of STS-34 Pilot on STS-68 and STS-79; and commander of STS-89 and STS-106
Throughout his career, Garneau logged more than 670 space hours under his name. It also marked the first EVA performed by a female American astronaut. The STS-41-G mission itself was unprecedented, not just one, but for various reasons. Sunita’s background as an Indian-origin American astronaut gave her widespread recognition in both the United States and India, where she became a symbol of global scientific achievement. What was meant to be a relatively short mission took an unexpected turn when technical delays and propulsion issues arose. She is popular for her exceptional endurance in space and technical mastery during extravehicular activities.
Project Gemini; chief astronaut
Air Force announced the opening of astronaut mission specialists positions to enlisted personnel who met certain eligibility requirements. The rating of Observer is used for USAF Mission Specialists who have completed training but not a mission and are not otherwise aeronautically rated as a USAF Pilot, RPA Pilot, Combat Systems Officer (formerly Navigator), Air Battle Manager, or Flight Surgeon. Navy and Marine Corps officer must complete all required training and participate in a space flight more than 50 miles (80 kilometers) above the Earth. Seven USAF and NASA pilots qualified for the astronaut badge by flying the suborbital X-15 rocket spaceplane. In the 1960s, the United States Department of Defense awarded astronaut badges to military and civilian pilots who flew aircraft higher than 50 miles (80 kilometres).
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He chaired the board through the company’s 2000 merger with EDO Corporation, until his retirement in 2002. He was asked to chair the board of directors for a subsidiary of Eaton, AIL Systems. He served on additional aerospace boards, first United Airlines in 1978, and later Eaton Corporation in 1980. When Armstrong left the University of Cincinnati, he became the chairman of Cardwell International Ltd., a company that manufactured drilling rigs. Armstrong joined the board of solid rocket booster Thiokol in 1989, after previously serving on the Rogers Commission which found that the Space Shuttle Challenger was destroyed due to a defect in the Thiokol-manufactured solid rocket boosters. The first company board Armstrong joined was Gates Learjet, chairing their technical committee.
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Pilot on STS-8 and commander of STS-51G, STS-32, and STS-49 Pilot on STS-61C and STS-31; commander of STS-45 and STS-60; and 12th NASA administrator Pilot on STS-6 and commander of STS-51D and STS-51J Pilot on STS-86 and STS-97; and commander of STS-110 Pilot on STS-43 and STS-52; and commander of STS-68, and STS-81 Pilot on STS-93 and STS-100; and commander of STS-112
Astronaut vs Spaceman — which is easier?
The advanced training program consists of sixteen different courses covering all Shuttle-related crew training requirements. The astronauts receive training in a mock-up of the Space Shuttle. Mission specialists and pilots are trained in a T-38 jet in order for them to gain experience in a high-performance aircraft. The novice astronauts are trained in aircraft safety which includes ejection, parachute, and survival instruction. While it is true, as a college-degree-holding enlisted person, you might be able to get into officer training school, get a commission as an officer and then enter pilot training, there are no guarantees of that career path. This means, if you are dreaming of being a pilot astronaut, you MUST make plans to enter the military and aim for pilot training and test pilot school.
The on-board camera on his flight took a continuous panoramic image of the United States, the first of its kind. He became a successful test pilot for the Royal Canadian Air Forces and, in later years, an exchange officer with the United States Navy. The mission tested several critical systems and maneuvers planned for the Apollo Program. In 1958, NASA approached him for the astronaut selection process of the “Mercury Seven” program but was eventually rejected. After college, Conrad joined the U.S Navy, where he trained as a fighter pilot. A graduate of Princeton University, Charles Conrad Jr., was the first NASA astronaut from the Ivy League.
We do some team reaction exercises, individual performance exercises, and a bunch of things to assess whether they have the competencies that we’re looking for to be a good astronaut. We always leave ourselves some wiggle room so we can keep track of attrition—who’s left the astronaut office, who’s retired, who’s told us they may not want to fly again, et cetera. (Find out how the “right stuff” has changed since the early years of the space program.) Even without a pandemic in play, choosing NASA’s professional space travelers is no simple process.
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Goldin said he would consider it if there was a scientific reason, and if Glenn could pass the same physical examination the younger astronauts took. He realized that many changes that occur to physical attributes during space flight, such as loss of bone and muscle mass and blood plasma, are the same as changes that result from aging. During the fall of 1983, The Right Stuff, a film about the Mercury Seven astronauts, was released. At 42, Glenn was the oldest member of the astronaut corps and would likely be close to 50 by the time the lunar landings took place. After Tereshkova, no women of any nationality flew in space again until August 1982, when the Soviet Union launched pilot-cosmonaut Svetlana Savitskaya. After his 1962 spaceflight, NASA proposed giving Glenn the Medal of Honor, but Glenn did not think that would be appropriate.
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The HBO miniseries From the Earth to the Moon starred Ted Levine as Shepard and covered not only his Mercury training but also his involvement in the Apollo missions. Shepard was elected its first president and chairman, positions he held until October 1997, when he was succeeded by former astronaut Jim Lovell. In 1984, together with the other surviving Mercury astronauts and Betty Grissom, Gus Grissom’s widow, Shepard founded the Mercury Seven Foundation, which raises money to provide college scholarships to science and engineering students.
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