Good day ALL, I think you had best sit down to read this because I am actually going to be stating quite a few things.
To start off, thank you for being regulars on this template of sharing! To God be the glory!!! Right from day 1 of my recovery from my accident; as I experienced I had spoken of sharing my experiences upon ‘waking up.’ Little did I know that unlike so very many individuals; my experience was unique! A chance to truly experience what occurs after one is in an unsurvivable incident. If assessing the situation from a ‘mathematical propability’ – Zero is the smallest possible probability, and one is the largest. An event that is certain has a probability of one. Two mutually exclusive events cannot occur simultaneously, but the union of events says only one of them can occur. Bayes’ Rule is a way of calculating conditional probabilities. It is difficult to find an explanation of its relevance that is both mathematically comprehensive and easily accessible to all readers.
by laying out the nature of Bayes’ Rule and its implications for clinicians in a way that assumes little or no background in probability theory. It builds on Meehl and Rosen’s (1955) classic paper, by laying out algebraic proofs that they simply allude to, and by providing extremely simple and intuitively accessible examples of the concepts that they assumed their reader understood.
Keywords: probability, diagnosis, Bayes theory, base rates
Bayes’ Rule is a way of calculating conditional probabilities. Although it is simple in its conception, Baye’s Rule can be fiendishly difficult for beginners to understand and apply. In part this is because it forces us to confront and overcome strong biases in our natural way of thinking and in part it is because it is not easy to be specific about exactly where Bayes’ Rule will apply, or how it may apply in any particular case. The purpose of this paper is to present and explore the simplest forms of Bayes’ Rule, and to explain how it may be used in practical reasoning, especially in clinical settings.
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3153801/
I know that I attempt to share constantly about The Bible and my guidance/leading into understanding, but I in this case am more moved to know that everything is set before ‘time’! (Feel free to browse the written facts in The Word of God – the link below. )
https://www.openbible.info/topics/god_knew_us_before_we_were_born
We need to all express an essence deep “thank you so very much for everything you do and have done – (important/meaningful/necessary people in our lives) for me!” I am moved to pray for and with you each and every day! I am so very lost in and with gratitude to God!!!
We live in a physical world with its four known space-time dimensions of length, width, height (or depth) and time. However, God dwells in a different realm—the spirit realm—beyond the perception of our physical senses. It’s not that God isn’t real; it’s a matter of His not being limited by the physical laws and dimensions that govern our world (Isaiah 57:15).

Knowing that “God is spirit” (John 4:24),

what is God’s relationship to ‘Time’?

In Psalm 90:4, Moses used a simple yet profound analogy in describing the timelessness of God: “For a thousand years in Your sight are like a day that has just gone by, or like a watch in the night.” The eternity of God is contrasted with the temporality of Man. Our lives are but short and frail, but God does not weaken or fail with the passage of ‘Time’. We must always keep in our hearts that God Created time!
As we have shared: ‘Time’ is relative to where one is! For farthest galaxy yet detected. EGS8p7 at more than 13.2 billion light years away, and EGS-zs8-1 at 13.1 billion light years away are candidates for ‘time’ as compared to ‘time’ here on Earth. To simplify, we have a clock/way to measure ‘time’. But, it utilizes the light emited from a Star!
First you have to understand what gravity is and its effects on the observed. Einstein thought the universe is like a fabric. The strings which make the clock is space and time. If you keep anything with mass on the fabric it bends it (like any other). It forms a dent on the space time fabric. Keep any smaller object near the dent, and it falls into it and clashes the bigger object. Swing the object sideways on the fabric, then it will orbit the bigger object. Earth bending space time. We just mentioned the ‘fabric’ (thus Created entities!) is made of space and time. That means an object with mass bends not only space but time! So time will go slower in the object than the outside! This has been proven by atomic clocks, sending one to space and other here on Earth. The complexity of understanding space/time is to define what we experience here on Earth!
Now, let us try to figure out/explain what occurs when our body ceases to exist here on Earth! Where to? What happens?
The present state is where you are now. You exist in this present state. From the moment of conception, you became a huMan being, that is, a “soul” that exists within the body you have. Your soul is eternal (grasp that!) Scripture teaches us that we exist from conception until death, from death until the Second Coming of Jesus Christ and the General Resurrection from the dead, and then, the New Heaven and the New Earth.
What Happens After Death?
It is important to admit that the word “soul” is not merely a disembodied entity. In the Bible, “soul” is who you are. Consider Genesis:
God “breathed the breath of life” into Adam, and he became a “living soul” (Genesis 2:7; the New Revised Standard uses the word, “being”). Thus, in the biblical view, Adam does not have a soul; Adam is a soul (i.e., a person, a living being). The soul is, literally, “. . . that which breathes, the breathing substance or being. In his article “Soul,” G.W. Moon says “In Christian theology the soul carries the further connotation of being that part of the individual that partakes of divinity and survives the death of the body.”
Augustine and Thomas Aquinas rejected Platonic dualism, which saw the soul as good and the body as corrupt. These two theological giants, separated by centuries, agreed the Bible teaches that the spirit is the eternal person, but will one day have an eternal body:
“According to Saint Thomas Aquinas, who follows Aristotle in his definition of the human soul, the soul is an individual spiritual substance, the ‘form’ of the body. Both, body and soul together, constitute the human unity, though the soul may be severed from the body and lead a separate existence, as happens after death. The separation, however, is not final, as the soul, in this differing from the angels, was made for the body.
The Psalmist spoke of our soul as the very inmost being of our person: “Praise The Lord, my soul; all my inmost being, praise His holy name” (Psalm 103:1 NIV).
In a sense, the marking of time is irrelevant to God because He transcends it. Peter, in 2 Peter 3:8, cautioned his readers not to let this one critical fact escape their notice—that God’s perspective on time is far different from mankind’s (Psalm 102:12, 24-27). The Lord does not count time as we do. He is above and outside of the sphere of time. God sees all of eternity’s past and eternity’s future. The time that passes on earth is of no consequence from God’s timeless perspective. A second is no different from an eon; a billion years pass like seconds to the eternal God.
Though we cannot possibly comprehend this idea of eternity or the timelessness of God, we in our finite minds try to confine an infinite God to our time schedule. Those who foolishly demand that God operate according to their time frame ignore the fact that He is the “High and Lofty One . . . who lives forever” (Isaiah 57:15). This description of God is far removed from man’s condition: “The length of our days is seventy years—or eighty, if we have the strength; yet their span is but trouble and sorrow, for they quickly pass, and we fly away” (Psalm 90:10).
Again, because of our finite minds, we can only grasp the concept of God’s timeless existence in part. And in so doing, we describe Him as a God without a beginning or end, eternal, infinite, everlasting, etc. Psalm 90:2 declares, “From everlasting to everlasting You are God” (see also Psalm 93:2). He always was and always will be.
So, what is time? To put it simply, time is duration. Our clocks mark change or, more precisely, our timepieces are benchmarks of change that indicate the passage of time. We could say, then, that time is a necessary precondition for change and change is a sufficient condition to establish the passage of time. In other words, whenever there’s change of any kind we know that time has passed. We see this as we go through life, as we age. And we cannot recover the minutes that have passed by.
Additionally, the science of physics tells us that time is a property resulting from the existence of matter. As such, time exists when matter exists. But God is not matter; God, in fact, created matter. The bottom line is this: time began when God created the universe. Before that, God was simply existing. Since there was no matter, and because God does not change, time had no existence and therefore no meaning, no relation to Him.
Your Body and Soul Need Redeeming From the Fall
David wrote in Psalm 19 about the wonder of God’s world, His creation. But in verse seven David makes a turn. The “general revelation” gives evidence of Almighty God, but “special revelation,” God’s Word, is necessary to do this one thing: “revive” the human soul. Psalm 19:17 says “The law of the Lord is perfect, converting the soul” (KJV).
Indeed, we are to be born again, the soul undergoing a supernatural transition, making it “fit” for heaven. Our souls are “lost” without redemption.
The Bible teaches that there is no other redemption available except that “way” that Almighty God has provided through His only begotten Son, Jesus Christ: “And there is salvation in no one else, for there is no other name under heaven given among men by which we must be saved” (Acts 4:12 ESV).
Jesus Christ is the Redeemer According to the Covenant of Grace
When the Gospel is proclaimed and received by faith, the terms of the Covenant are imputed to you (the terms are expressed in “a great exchange:” the repentant and believing sinner receives Christ’s righteousness and His atoning sacrifice on the Cross; Christ received the sinner’s sin and punishment for sin). You pass from death and judgment to forgiveness and eternal life. “Truly, truly, I say to you, whoever hears my word and believes him who sent me has eternal life. He does not come into judgment but has passed from death to life” (John 5:24 ESV).Not so the unrepentant. The soul remains in a fallen state, responsible for the terms of the Covenant of Works (the soul that sins must die). It is for this reason that the Psalmist, speaking in the voice of the Messiah to come, declares that God will not leave his soul to perish. This truth is also picked up by Peter in his first sermon at Pentecost. The soul without God will undergo unimaginable loss that is described by Jesus with the most severe imagery (e.g., Matthew 25:46: “And these will go away into eternal punishment, but the righteous into eternal life.”).
My dear reader: your soul and mine must be redeemed from the auction block of sin and the devil lest we — that is, our souls — face certain loss and punishment. And the only Redeemer of God’s elect is the Lord Jesus Christ. Repent. Trust in the resurrected and living Christ while you are still reading this article. Stop what you are doing and turn to Jesus Christ by faith.
And this brings us to the meaning of the word eternity. Eternity is a term used to express the concept of something that has no end and/or no beginning. God has no beginning or end, but He cannot be wholly defined by eternity, especially as a measure of time. (God is eternal, but eternity does not equal God. Similarly, God is all-powerful, but power does not equal God.) Eternity is one of God’s attributes, but, having created time, He is greater than time and exists outside of it.
Scripture reveals that God lives outside the bounds of time as we know it. Our destiny was planned “before the beginning of time” (2 Timothy 1:9; Titus 1:2) and “before the creation of the world” (Ephesians 1:4; 1 Peter 1:20). “By faith we understand that the universe was formed at God’s command, so that what is seen was not made out of what was visible” (Hebrews 11:3). In other words, the physical universe we see, hear, feel and experience was created not from existing matter, but from a source independent of the physical dimensions we can perceive.
“God is spirit” (John 4:24), and, correspondingly, God is timeless rather than being eternally in time or being beyond time. Time was simply created by God as a limited part of His creation for accommodating the workings of His purpose in His disposable universe (see 2 Peter 3:10-12).
Upon the completion of His Creation activity, including The Creation of time, what did God conclude? “God saw all that He had made, and it was very good” (Gen 1:31). Indeed, God is Spirit in the realm of timelessness, rather than flesh in the sphere of time.
As believers, we have a deep sense of comfort knowing that God, though timeless and eternal, is in ‘Time’ with us right now; He is not unreachably transcendent, but right here in this moment with us. And because He is in this moment, He can respond to our needs and prayers.
I could go on, but by God’s AWESOME grace, I will say look and see God’s beyond AWESOME AMAZING grace in life!!!
Our study leads us, then, to the place of the soul between death and the Second Coming of Jesus Christ.
When we say, “the intermediate state,” we are not speaking of “limbo” or “purgatory” or any such thing. We are speaking of that period in which the soul is in heaven and our remains await resurrection. That is the “intermediate state” in our personal eschatology.
Where Do Bodies Go After Death?
The redeemed are ushered into the eternal presence of the Lord, and those without an advocate (righteousness to meet God’s Law and sacrifice to atone for sin) are ushered into hell to await the New Heaven and New Earth.
The Bible teaches that the human spirit, upon departing the body, goes immediately into the presence of God for either His welcoming or His disapproval. Thus, our blessed Savior taught this truth when He gave the parable of the wicked in Hell crying out to Abraham for refreshment:
“There was a rich man who was clothed in purple and fine linen and who feasted sumptuously every day. And at his gate was laid a poor man named Lazarus, covered with sores, who desired to be fed with what fell from the rich man’s table. Moreover, even the dogs came and licked his sores. The poor man died and was carried by the angels to Abraham’s side. The rich man also died and was buried, and in Hades, being in torment, he lifted up his eyes and saw Abraham far off and Lazarus at his side. And he called out, ‘Father Abraham, have mercy on me, and send Lazarus to dip the end of his finger in water and cool my tongue, for I am in anguish in this flame.’ But Abraham said, ‘Child, remember that you in your lifetime received your good things, and Lazarus in like manner bad things; but now he is comforted here, and you are in anguish (Luke 16:19-25 ESV).
Things ALL occur for a reason!
https://bible.knowing-jesus.com/topics/Everything-Happening-For-A-Reason
There is no more concise and thoroughly Biblical expression of faith about the soul going immediately to be with God until the resurrection than the 38th question in the Westminster Shorter Catechism:
Q. 38. What benefits do believers receive from Christ at the resurrection?
A. At the resurrection, believers being raised up in glory (1 Cor. 15:42-43), shall be openly acknowledged and acquitted in the day of judgment (Matt 25:33-34), and made perfectly blessed in the full enjoying of God (Rom. 8:29, 1 John 3:2) to all eternity (Ps. 16:11, 1 John 3:2).
At death, the body returns to the elements: “dust to dust . . .” But the soul resurrects with a new heavenly body.
At the Second Coming of Jesus Christ, the General Resurrection commences. The redeemed bodies are renewed with the eternal soul and rise to meet Jesus Christ, joining Him in the air, taking their place with the glorious company of angels, archangels, prophets, apostles, martyrs and the whole company of heaven. The Great White Throne Judgement has been the subject of classical Christian teaching throughout Church history: “And I saw a great white throne, and him that sat on it, from whose face the earth and the heaven fled away; and there was found no place for them” (Revelation 20:11).
The unregenerate bodies are also resurrected. United with soul, each appears before the Great Final Judgment. Without the Advocate, our Lord Jesus Christ, these suffer the righteous sentence of God for unbelief. The redeemed also appear before the Lord. But Jesus Christ is their Advocate. His perfect life is accounted to theirs to meet the Divine requirement of perfect obedience (Christ fulfills the Covenant of Works). The Lord Jesus’ atoning death on Calvary’s Cross provides the blood sacrifice of the only Son of God applied to their lives. The punishment of their sins has been placed upon the Second Person of the One true and holy God.
The redeemed are fully acquitted, by God in Christ, their Savior. The unredeemed are cast into eternal hell with the devil and his angels (demons). Walter A. Elwell and Barry J. Beitzel summarized it in their article “Eschatology” with brilliant concision and brevity:
Even After Death – The New Heaven and the New Earth
The universe, earth, and all things are both burned and then renewed as the New Heavens and the New Earth is unveiled. While the souls (and bodies reunited) of the unrepentant are cast into eternal hell, believers are welcomed into the New Heaven and New Earth. One of the most remarkable passages among so many equally astounding passages is found in St. Paul’s first epistle to the Church at Corinth. In Chapter 15, the inspired Apostle makes the resurrection the centering point for “eternity past” and “eternity future.” Paul seeks to give words to what he sees at the farthest reaches of the future state: “When all things are subjected to him, then the Son himself will also be subjected to him who put all things in subjection under him, that God may be all in all” (1 Corinthians 15:28).
Thus, the human soul. From the breath of life at conception to the inscrutable event in ages to come when, body and soul, we witness the climactic fulfillment of the ancient Covenant, this is the soul of a believer. The soul without Christ is in peril. The soul of any who calls upon the name of the Lord to be saved will be gloriously transformed.